Research programme

@inproceedings{DBLP:conf/miccai/FilliouxCCVD26,
  author = {Leo Fillioux and Stergios Christodoulidis and Paul-Henry Cournède and Maria Vakalopoulou and Jose Dolz},
  title = {{CalCErt: Bin-wise Certification of Confidence Calibration in Medical Image Classification}},
  year = {2027},
  booktitle = {Medical Image Computing and Computer Assisted Intervention - MICCAI 2026 - 29th International Conference, Strasbourg, France, September 27 - October 1, 2026, Proceedings, Part V},
  pages = {35--45},
  doi = {10.1007/978-3-032-38079-1_4},
  eprint = {2610.03142},
  archivePrefix = {arXiv},
  url = {https://link.springer.com/10.1007/978-3-032-38079-1_4}
}

@inproceedings{DBLP:conf/miccai/FilliouxCGMCCVAD26,
  author = {Leo Fillioux and Omprakash Chakraborty and Quentin Gopée and Pierre Marza and Paul-Henry Cournède and Stergios Christodoulidis and Maria Vakalopoulou and Ismail Ben Ayed and Jose Dolz},
  title = {{Information Maximization for Long-Tailed Semi-Supervised Domain Generalization}},
  year = {2027},
  booktitle = {Medical Image Computing and Computer Assisted Intervention - MICCAI 2026 - 29th International Conference, Strasbourg, France, September 27 - October 1, 2026, Proceedings, Part IV},
  pages = {262--272},
  doi = {10.1007/978-3-032-38072-2_26},
  eprint = {2603.08434},
  archivePrefix = {arXiv},
  url = {https://link.springer.com/10.1007/978-3-032-38072-2_26}
}

@misc{DBLP:journals/corr/abs-2603-12468,
  author = {Alexis Guichemerre and Banafsheh Karimian and Soufiane Belharbi and Natacha Gillet and Nicolas Thome and Pourya Shamsolmoali and Mohammadhadi Shateri and Luke McCaffrey and Eric Granger},
  title = {{Adaptation of Weakly Supervised Localization in Histopathology by Debiasing Predictions}},
  year = {2026},
  doi = {10.48550/ARXIV.2603.12468},
  eprint = {2603.12468},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.12468}
}

@article{DBLP:journals/tmlr/FilliouxSACVCD26,
  author = {Leo Fillioux and Julio Silva-Rodríguez and Ismail Ben Ayed and Paul-Henry Cournède and Maria Vakalopoulou and Stergios Christodoulidis and Jose Dolz},
  title = {{Are foundation models for computer vision good conformal predictors?}},
  year = {2026},
  journal = {Trans. Mach. Learn. Res.},
  volume = {2026},
  eprint = {2412.06082},
  archivePrefix = {arXiv},
  url = {https://openreview.net/forum?id=Kxdg98gZp4}
}

@article{DBLP:journals/tmlr/TaftiPS26,
  author = {Zahra Dehghani Tafti and Pablo Piantanida and Mohammadhadi Shateri},
  title = {{A Universal Source-Free Class Unlearning Framework via Synthetic Embeddings}},
  year = {2026},
  journal = {Trans. Mach. Learn. Res.},
  volume = {2026},
  url = {https://openreview.net/forum?id=Fb2sZ1eoVe}
}

@article{DBLP:journals/ijcv/MoralesAlvarezCVPD26,
  author = {Pablo Morales-Álvarez and Stergios Christodoulidis and Maria Vakalopoulou and Pablo Piantanida and Jose Dolz},
  title = {{BayesAdapter: Enhanced Uncertainty Estimation in CLIP Few-Shot Adaptation}},
  year = {2026},
  journal = {Int. J. Comput. Vis.},
  volume = {134},
  number = {2},
  pages = {51},
  doi = {10.1007/S11263-025-02630-0},
  eprint = {2412.09718},
  archivePrefix = {arXiv},
  url = {https://link.springer.com/10.1007/s11263-025-02630-0}
}

@misc{DBLP:journals/corr/abs-2609-13264,
  author = {Pokrzywa Baptiste and Nabyl Quignon and Yara Bahram and Muhammad Osama Zeeshan and Antitza Dantcheva and Eric Granger},
  title = {{BEACON: Behavior and Appearance Control for Subject-Specific Video Generation}},
  year = {2026},
  doi = {10.48550/ARXIV.2609.13264},
  eprint = {2609.13264},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.13264}
}

@inproceedings{DBLP:conf/csfw/GonzeFAPB26,
  author = {Ramon G. Gonze and Natasha Fernandes and Héber Hwang Arcolezi and Catuscia Palamidessi and Nataliia Bielova},
  title = {{Beyond Epsilon: A Principled QIF Framework for Local Differential Privacy}},
  year = {2026},
  booktitle = {39th IEEE Computer Security Foundations Symposium, CSF 2026, Lisboa, Portugal, July 26-29, 2026},
  pages = {483--496},
  doi = {10.1109/CSF68417.2026.00032},
  eprint = {2605.26465},
  archivePrefix = {arXiv},
  url = {https://ieeexplore.ieee.org/document/11662323/}
}

@inproceedings{DBLP:conf/europar/AngelopoulosMOS25,
  author = {Spyros Angelopoulos and Loris Marchal and Adrien Obrecht and Bertrand Simon},
  title = {{Cache Management for Mixture-of-Experts LLMs}},
  year = {2026},
  booktitle = {Euro-Par 2025: Parallel Processing - 31st European Conference on Parallel and Distributed Processing, Dresden, Germany, August 25-29, 2025, Proceedings, Part III},
  pages = {18--32},
  doi = {10.1007/978-3-031-99872-0_2},
  eprint = {2509.02408},
  archivePrefix = {arXiv},
  url = {https://link.springer.com/10.1007/978-3-031-99872-0_2}
}

@misc{DBLP:journals/corr/abs-2601-09522,
  author = {Badr-Eddine Marani and Julio Silva-Rodríguez and Ismail Ben Ayed and Maria Vakalopoulou and Stergios Christodoulidis and Jose Dolz},
  title = {{Class Adaptive Conformal Training}},
  year = {2026},
  doi = {10.48550/ARXIV.2601.09522},
  eprint = {2601.09522},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.09522}
}

@inproceedings{DBLP:conf/eccv/ZeeshanSSKPG26,
  author = {Muhammad Osama Zeeshan and Masoumeh Sharafi and Benoît Savary and Alessandro Lameiras Koerich and Marco Pedersoli and Eric Granger},
  title = {{CLIP-AUTT: Test-Time Personalization with Action Unit Prompting for Fine-Grained Video Emotion Recognition}},
  year = {2026},
  booktitle = {Computer Vision - ECCV 2026 - 19th European Conference, Malmö, Sweden, September 8-12, 2026, Proceedings, Part LXI},
  pages = {680--698},
  doi = {10.1007/978-3-032-37095-2_37},
  eprint = {2603.27999},
  archivePrefix = {arXiv},
  url = {https://link.springer.com/10.1007/978-3-032-37095-2_37}
}

@article{DBLP:journals/tmlr/MaharanaMZNRHPDG26,
  author = {Sarthak Kumar Maharana and Shambhavi Mishra and Yunbei Zhang and Shuaicheng Niu and Taki Hasan Rafi and Jihun Hamm and Marco Pedersoli and Jose Dolz and Yunhui Guo},
  title = {{Continual Test-Time Adaptation in Computer Vision: Methods, Benchmarks, and Future Directions}},
  year = {2026},
  journal = {Trans. Mach. Learn. Res.},
  volume = {2026},
  eprint = {2607.08164},
  archivePrefix = {arXiv},
  url = {https://openreview.net/forum?id=mM3r03Xw1V}
}

@misc{DBLP:journals/corr/abs-2608-19540,
  author = {Yara Bahram and Zahra Dehghani and Mélodie Desbos and Eric Granger and Pablo Piantanida and Mohammadhadi Shateri},
  title = {{Continuous Adversarial MeanFlow Transfer}},
  year = {2026},
  doi = {10.48550/ARXIV.2608.19540},
  eprint = {2608.19540},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2608.19540}
}

@inproceedings{DBLP:conf/iclr/AngelopoulosDM26,
  author = {Spyros Angelopoulos and Christoph Dürr and Georgii Melidi},
  title = {{Decision-Theoretic Approaches for Improved Learning-Augmented Algorithms}},
  year = {2026},
  booktitle = {The Fourteenth International Conference on Learning Representations, ICLR 2026, Rio de Janeiro, Brazil, April 23-27, 2026},
  eprint = {2501.17701},
  archivePrefix = {arXiv},
  url = {https://proceedings.iclr.cc/paper_files/paper/2026/hash/f28bcb455746d2219c833d86e9443584-Abstract-Conference.html}
}

@inproceedings{DBLP:conf/hci/KnappeSODC26,
  author = {Sabrina Knappe and Yanne Sidibe and Benoit Ouellette and Philippe Doyon-Poulin and Jeremy R. Cooperstock},
  title = {{Design and Evaluation of an Improved CPDLC Interface}},
  year = {2026},
  booktitle = {HCI in Mobility, Transport, and Automotive Systems - 8th International Conference, MobiTAS 2026, Held as Part of the 28th HCI International Conference, HCII 2026, Montreal, QC, Canada, July 26-31, 2026, Proceedings, Part II},
  pages = {30--47},
  doi = {10.1007/978-3-032-30798-9_3},
  url = {https://link.springer.com/10.1007/978-3-032-30798-9_3}
}

@inproceedings{DBLP:conf/fat/ParisMG26,
  author = {Tamara Paris and AJung Moon and Jin L. C. Guo},
  title = {{Don't Trust the Process: When Verifiability Undermines AI Accountability}},
  year = {2026},
  booktitle = {Proceedings of the 2026 ACM Conference on Fairness, Accountability, and Transparency, FAccT 2026, Montreal, QC, Canada, June 25-28, 2026},
  pages = {5348--5370},
  doi = {10.1145/3805689.3812373},
  url = {https://dl.acm.org/doi/10.1145/3805689.3812373}
}

@inproceedings{DBLP:conf/ipmi/SilvaRodriguezFCVCAD25,
  author = {Julio Silva-Rodríguez and Leo Fillioux and Paul-Henry Cournède and Maria Vakalopoulou and Stergios Christodoulidis and Ismail Ben Ayed and Jose Dolz},
  title = {{Full Conformal Adaptation of Medical Vision-Language Models}},
  year = {2026},
  booktitle = {Information Processing in Medical Imaging - 29th International Conference, IPMI 2025, Kos, Greece, May 25-30, 2025, Proceedings, Part II},
  pages = {278--293},
  doi = {10.1007/978-3-031-96625-5_19},
  eprint = {2506.06076},
  archivePrefix = {arXiv},
  url = {https://link.springer.com/10.1007/978-3-031-96625-5_19}
}

@inproceedings{DBLP:conf/interspeech/LabrakGBCCBHLRD26,
  author = {Yanis Labrak and David Grünert and Séverin Baroudi and Jiyun Chun and Pawel Cyrta and Sergio Burdisso and Ahmed Hassoon and David Liu and Adam Rothschild and Reed Van Deusen and Petr Motlícek and Andrew Perrault and Ricard Marxer and Thomas Schaaf},
  title = {{Generating Synthetic Doctor-Patient Conversations for Long-form Audio Summarization}},
  year = {2026},
  booktitle = {27th Annual Conference of the International Speech Communication Association, Interspeech 2026, Sydney, Australia, September 27 - October 1, 2025},
  doi = {10.21437/INTERSPEECH.2026-2901},
  eprint = {2604.06138},
  archivePrefix = {arXiv},
  url = {https://www.isca-archive.org/interspeech_2026/labrak26_interspeech.html}
}

@misc{DBLP:journals/corr/abs-2609-37798,
  author = {Gaspard Botté and Séverin Baroudi and Samir Sadok and Francesco Paissan and Thomas Hueber and Xavier Alameda-Pineda and Ricard Marxer and Mirco Ravanelli},
  title = {{GLaS-JEPA: Gaussian-Regularized Speech SSL without Engineered Prediction Targets}},
  year = {2026},
  doi = {10.48550/ARXIV.2609.37798},
  eprint = {2609.37798},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.37798}
}

@misc{DBLP:journals/corr/abs-2609-28041,
  author = {Matthieu Dubois and Pablo Piantanida and François Yvon},
  title = {{How Much Were You Told? Measuring External Information in Peer Reviews}},
  year = {2026},
  doi = {10.48550/ARXIV.2609.28041},
  eprint = {2609.28041},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.28041}
}

@inproceedings{DBLP:conf/asiaccs/MishraCA26,
  author = {Abhishek Kumar Mishra and Mathieu Cunche and Héber Hwang Arcolezi},
  title = {{How Tough Is Location Anonymization? Re-identifying 100K Real-User Trajectories in Japan}},
  year = {2026},
  booktitle = {Proceedings of the ACM Asia Conference on Computer and Communications Security, ASIA CCS 2026, Bangalore, India, June 1-5, 2026},
  pages = {1261--1273},
  doi = {10.1145/3779208.3805978},
  eprint = {2506.05611},
  archivePrefix = {arXiv},
  url = {https://dl.acm.org/doi/10.1145/3779208.3805978}
}

@article{DBLP:journals/tmlr/BakloutiZA26,
  author = {Ghassen Baklouti and Maxime Zanella and Ismail Ben Ayed},
  title = {{Language-Aware Information Maximization for Transductive Few-Shot CLIP}},
  year = {2026},
  journal = {Trans. Mach. Learn. Res.},
  volume = {2026},
  eprint = {2509.00305},
  archivePrefix = {arXiv},
  url = {https://openreview.net/forum?id=JxYmNn5oaY}
}

@misc{DBLP:journals/corr/abs-2606-20627,
  author = {Samuel Barbeau and Simon Roy and Giovanni Beltrame and Christian Desrosiers and Nicolas Thome},
  title = {{Latent Goal Prediction from Language for Model-Based Planning}},
  year = {2026},
  doi = {10.48550/ARXIV.2606.20627},
  eprint = {2606.20627},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.20627}
}

@inproceedings{DBLP:conf/pkdd/AslamMPKEG25,
  author = {Muhammad Haseeb Aslam and Clara Martinez and Marco Pedersoli and Alessandro Lameiras Koerich and Ali Etemad and Eric Granger},
  title = {{Learning from Stochastic Teacher Representations Using Student-Guided Knowledge Distillation}},
  year = {2026},
  booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track - European Conference, ECML PKDD 2025, Porto, Portugal, September 15-19, 2025, Proceedings, Part VI},
  pages = {235--253},
  doi = {10.1007/978-3-032-06106-5_14},
  url = {https://link.springer.com/10.1007/978-3-032-06106-5_14}
}

@inproceedings{DBLP:conf/europar/BeaumontBDMP25,
  author = {Olivier Beaumont and Raphaël Bourgouin and Maxime Darrin and Loris Marchal and Pablo Piantanida},
  title = {{Leveraging Expert Usage to Speed up LLM Inference with Expert Parallelism}},
  year = {2026},
  booktitle = {Euro-Par 2025: Parallel Processing - 31st European Conference on Parallel and Distributed Processing, Dresden, Germany, August 25-29, 2025, Proceedings, Part I},
  pages = {145--158},
  doi = {10.1007/978-3-031-99854-6_10},
  url = {https://link.springer.com/10.1007/978-3-031-99854-6_10}
}

@misc{DBLP:journals/corr/abs-2603-18256,
  author = {Philippe Formont and Maxime Darrin and Ismail Ben Ayed and Pablo Piantanida},
  title = {{MolRGen: A Training and Evaluation Setting for De Novo Molecular Generation with Reasonning Models}},
  year = {2026},
  doi = {10.48550/ARXIV.2603.18256},
  eprint = {2603.18256},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.18256}
}

@inproceedings{DBLP:conf/wacv/ZeeshanGKPBG26,
  author = {Muhammad Osama Zeeshan and Natacha Gillet and Alessandro Lameiras Koerich and Marco Pedersoli and François Brémond and Eric Granger},
  title = {{MuSACo: Multimodal Subject-Specific Selection and Adaptation for Expression Recognition with Co-Training}},
  year = {2026},
  booktitle = {IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2026, Tucson, AZ, USA, March 6-10, 2026},
  pages = {3606--3616},
  doi = {10.1109/WACV61042.2026.00352},
  eprint = {2508.12522},
  archivePrefix = {arXiv},
  url = {https://ieeexplore.ieee.org/document/11492055/}
}

@misc{DBLP:journals/corr/abs-2609-31056,
  author = {Itai Zehavi and Fanny Jourdan and Ulrich Aïvodji},
  title = {{Neuralyzing the Trace: Selective Representation-Level Unlearning with Contrastive Sparse Autoencoders}},
  year = {2026},
  doi = {10.48550/ARXIV.2609.31056},
  eprint = {2609.31056},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.31056}
}

@misc{DBLP:journals/corr/abs-2602-00904,
  author = {Kunal Mahatha and Ali Bahri and Pierre Marza and Sahar Dastani and Maria Vakalopoulou and Stergios Christodoulidis and Jose Dolz and Christian Desrosiers},
  title = {{OCTOPUS: Enhancing the Spatial-Awareness of Vision SSMs with Multi-Dimensional Scans and Traversal Selection}},
  year = {2026},
  doi = {10.48550/ARXIV.2602.00904},
  eprint = {2602.00904},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2602.00904}
}

@misc{DBLP:journals/corr/abs-2605-05407,
  author = {Mohamed Salim Aissi and Clémence Grislain and Clément Romac and Laure Soulier and Mohamed Chetouani and Olivier Sigaud and Nicolas Thome},
  title = {{PRISM: Perception Reasoning Interleaved for Sequential Decision Making}},
  year = {2026},
  doi = {10.48550/ARXIV.2605.05407},
  eprint = {2605.05407},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.05407}
}

@misc{DBLP:journals/corr/abs-2609-35937,
  author = {Lucas Biechy and Cédric Eichler and Héber Hwang Arcolezi and Nicolas Anciaux},
  title = {{PrivacySkills: How Privacy Guidance Shapes Source Selection in LLM Agents}},
  year = {2026},
  doi = {10.48550/ARXIV.2609.35937},
  eprint = {2609.35937},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.35937}
}

@inproceedings{DBLP:conf/fat/BabaeiWLAAG26,
  author = {Maryam Babaei and Yingke Wang and Hadrien Lautraite and Héber Hwang Arcolezi and Ulrich Aïvodji and Sébastien Gambs},
  title = {{Quantifying the Privacy of Counterfactuals by Leveraging Membership Inference Attacks Against Synthetic Data}},
  year = {2026},
  booktitle = {Proceedings of the 2026 ACM Conference on Fairness, Accountability, and Transparency, FAccT 2026, Montreal, QC, Canada, June 25-28, 2026},
  pages = {4988--5022},
  doi = {10.1145/3805689.3812361},
  eprint = {2606.06334},
  archivePrefix = {arXiv},
  url = {https://dl.acm.org/doi/10.1145/3805689.3812361}
}

@misc{DBLP:journals/corr/abs-2606-21749,
  author = {Omprakash Chakraborty and Leo Fillioux and Ismail Ben Ayed and Jose Dolz},
  title = {{Quantile Adaptive Temperature Scaling for Confidence Calibration}},
  year = {2026},
  doi = {10.48550/ARXIV.2606.21749},
  eprint = {2606.21749},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2606.21749}
}

@inproceedings{DBLP:conf/eacl/SatoufZBPP26,
  author = {Arthur Satouf and Yuxuan Zong and Habiboulaye Amadou Boubacar and Pablo Piantanida and Benjamin Piwowarski},
  title = {{QueStER: Query Specification for Generative Keyword-Based Retrieval}},
  year = {2026},
  booktitle = {Findings of the Association for Computational Linguistics: EACL 2026, Rabat, Morocco, March 24-29, 2026},
  pages = {5957--5968},
  doi = {10.18653/V1/2026.FINDINGS-EACL.312},
  eprint = {2511.05301},
  archivePrefix = {arXiv},
  url = {https://aclanthology.org/2026.findings-eacl.312/}
}

@article{DBLP:journals/tmi/JudgeDJSSDBJ26,
  author = {Arnaud Judge and Nicolas Duchateau and Thierry Judge and Roman A. Sandler and Joseph Z. Sokol and Christian Desrosiers and Olivier Bernard and Pierre-Marc Jodoin},
  title = {{Reinforcement Learning for Unsupervised Domain Adaptation in Spatio-Temporal Echocardiography Segmentation}},
  year = {2026},
  journal = {IEEE Trans. Medical Imaging},
  volume = {45},
  number = {7},
  pages = {4161--4173},
  doi = {10.1109/TMI.2026.3693615},
  eprint = {2510.14244},
  archivePrefix = {arXiv},
  url = {https://ieeexplore.ieee.org/document/11520934/}
}

@inproceedings{DBLP:conf/icde/ArcoleziG26,
  author = {Héber Hwang Arcolezi and Sébastien Gambs},
  title = {{Revisiting Locally Differentially Private Protocols: Towards Better Trade-Offs in Privacy, Utility, and Attack Resistance}},
  year = {2026},
  booktitle = {42nd IEEE International Conference on Data Engineering, ICDE 2026, Montreal, QC, Canada, May 4-8, 2026},
  pages = {294--307},
  doi = {10.1109/ICDE65706.2026.00029},
  eprint = {2503.01482},
  archivePrefix = {arXiv},
  url = {https://ieeexplore.ieee.org/document/11629430/}
}

@inproceedings{DBLP:conf/eacl/BurdissoBLGCCMVMM26,
  author = {Sergio Burdisso and Séverin Baroudi and Yanis Labrak and David Grünert and Pawel Cyrta and Yiyang Chen and Srikanth R. Madikeri and Esaú Villatoro-Tello and Ricard Marxer and Petr Motlícek},
  title = {{SDialog: A Python Toolkit for End-to-End Agent Building, User Simulation, Dialog Generation, and Evaluation}},
  year = {2026},
  booktitle = {Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2026 - Volume 3: System Demonstrations, Rabat, Marocco, March 24-29, 2026},
  pages = {320--340},
  doi = {10.18653/V1/2026.EACL-DEMO.23},
  eprint = {2506.10622},
  archivePrefix = {arXiv},
  url = {https://aclanthology.org/2026.eacl-demo.23/}
}

@article{DBLP:journals/tmlr/MishraSAPD26,
  author = {Shambhavi Mishra and Julio Silva-Rodríguez and Ismail Ben Ayed and Marco Pedersoli and Jose Dolz},
  title = {{Semantic Anchor Transport: Robust Test-Time Adaptation for Vision-Language Models}},
  year = {2026},
  journal = {Trans. Mach. Learn. Res.},
  volume = {2026},
  url = {https://openreview.net/forum?id=iE0Yemxvio}
}

@inproceedings{DBLP:conf/wacv/LolosCMDV26,
  author = {Andreas Lolos and Stergios Christodoulidis and Aris L. Moustakas and Jose Dolz and Maria Vakalopoulou},
  title = {{SGPMIL: Sparse Gaussian Process Multiple Instance Learning}},
  year = {2026},
  booktitle = {IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2026, Tucson, AZ, USA, March 6-10, 2026},
  pages = {503--513},
  doi = {10.1109/WACV61042.2026.00057},
  eprint = {2507.08711},
  archivePrefix = {arXiv},
  url = {https://ieeexplore.ieee.org/document/11492700/}
}

@inproceedings{DBLP:conf/cvpr/FilliouxCACCVD26,
  author = {Leo Fillioux and Omprakash Chakraborty and Ismail Ben Ayed and Paul-Henry Cournède and Stergios Christodoulidis and Maria Vakalopoulou and Jose Dolz},
  title = {{SoC: Semantic Orthogonal Calibration for Test-Time Prompt Tuning}},
  year = {2026},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2026, Denver, CO, USA, June 3-7, 2026},
  pages = {4772--4782},
  eprint = {2601.08617},
  archivePrefix = {arXiv},
  url = {https://openaccess.thecvf.com/content/CVPR2026/html/Fillioux_SoC_Semantic_Orthogonal_Calibration_for_Test-Time_Prompt_Tuning_CVPR_2026_paper.html}
}

@misc{DBLP:journals/corr/abs-2609-02018,
  author = {Zahra Dehghani and Pablo Piantanida and Mohammadhadi Shateri},
  title = {{Source-Free Class Relearning: Diagnosing Forgetting in Class Unlearning}},
  year = {2026},
  doi = {10.48550/ARXIV.2609.02018},
  eprint = {2609.02018},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.02018}
}

@misc{DBLP:journals/corr/abs-2606-10621,
  author = {Arthur Satouf and Giulio D'Erasmo and Yuxuan Zong and Habiboulaye Amadou Boubacar and Pablo Piantanida and Benjamin Piwowarski},
  title = {{STORM: Stepwise Token Optimization with Reward-Guided Beam Search}},
  year = {2026},
  doi = {10.48550/ARXIV.2606.10621},
  eprint = {2606.10621},
  archivePrefix = {arXiv},
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}

@misc{DBLP:journals/corr/abs-2605-06106,
  author = {Mathis Degryse and Imrane Saakour and Christoph Dürr and Spyros Angelopoulos},
  title = {{The Pareto Frontier of Randomized Learning-Augmented Online Bidding}},
  year = {2026},
  doi = {10.48550/ARXIV.2605.06106},
  eprint = {2605.06106},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.06106}
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@misc{DBLP:journals/corr/abs-2609-13973,
  author = {Abdelhamid Rouatbi and Alexandre Muzy and Eugene Syriani},
  title = {{Towards a faithful stochastic model for brain digital twins}},
  year = {2026},
  doi = {10.48550/ARXIV.2609.13973},
  eprint = {2609.13973},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2609.13973}
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@inproceedings{DBLP:conf/hci/UnreinBOC26,
  author = {Hélène Unrein and Elodie Bouzekri and Benoit Ouellette and Jeremy R. Cooperstock},
  title = {{Towards a Speech-Based Resolution of In-Flight Abnormal Situations}},
  year = {2026},
  booktitle = {Engineering Psychology and Cognitive Ergonomics - 23rd International Conference, EPCE 2026, Held as Part of the 28th HCI International Conference, HCII 2026, Montreal, QC, Canada, July 26-31, 2026, Proceedings, Part II},
  pages = {275--299},
  doi = {10.1007/978-3-032-29459-3_19},
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@article{DBLP:journals/pvldb/GuerraBalboaSAS26,
  author = {Patricia Guerra-Balboa and Annika Sauer and Héber Hwang Arcolezi and Thorsten Strufe},
  title = {{Understanding Disclosure Risk in Differential Privacy with Applications to Noise Calibration and Auditing}},
  year = {2026},
  journal = {Proc. VLDB Endow.},
  volume = {19},
  number = {7},
  pages = {1558--1571},
  eprint = {2603.12142},
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@article{DBLP:journals/ojcs/GhazyAIHKKTIK26,
  author = {Abdallah S. Ghazy and Nadir H. Adam and Ikenna Chinazaekpere Ijeh and Oussama Haddad and Surabhi Karandikar and Georges Kaddoum and Chamseddine Talhi and Naveed Iqbal and Haitham S. Khallaf},
  title = {{Underwater Wireless Communication Systems and Networks: A Survey, Future Directions, and Novel Proposals}},
  year = {2026},
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@misc{DBLP:journals/corr/abs-2608-15323,
  author = {Raphael Bernas and Paul G. Chevalier and Fanny Jourdan and Céline Hudelot},
  title = {{When Do Concepts Become Functionally Sufficient During Language-Model Training?}},
  year = {2026},
  doi = {10.48550/ARXIV.2608.15323},
  eprint = {2608.15323},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2608.15323}
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@article{DBLP:journals/popets/AngelozziA26,
  author = {Vinícius Gabriel Angelozzi and Héber Hwang Arcolezi},
  title = {{Where to Intervene? Benchmarking Fairness-Aware Learning on Differentially Private Synthetic Tabular Data}},
  year = {2026},
  journal = {Proc. Priv. Enhancing Technol.},
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  doi = {10.56553/POPETS-2026-0110},
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  archivePrefix = {arXiv},
  url = {https://petsymposium.org/popets/2026/popets-2026-0110.php}
}

@article{DBLP:journals/sigpro/VuCAP25,
  author = {Mathieu Vu and Émilie Chouzenoux and Ismail Ben Ayed and Jean-Christophe Pesquet},
  title = {{Aggregatedf-average neural network applied to few-shot class incremental learning}},
  year = {2025},
  journal = {Signal Process.},
  volume = {237},
  pages = {110054},
  doi = {10.1016/J.SIGPRO.2025.110054},
  eprint = {2310.05566},
  archivePrefix = {arXiv},
  url = {https://linkinghub.elsevier.com/retrieve/pii/S0165168425001689}
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@article{DBLP:journals/ecoi/BestPMSSG25,
  author = {Paul Best and Marion Poupard and Ricard Marxer and Paul Spong and Helena Symonds and Hervé Glotin},
  title = {{Analysing vocal complexity in relation to sociality in orcas of British Columbia: An application of long-term computational passive acoustics}},
  year = {2025},
  journal = {Ecol. Informatics},
  volume = {90},
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@inproceedings{DBLP:conf/eusipco/TalaoubridMAPHKH25,
  author = {Hicham Talaoubrid and Anissa Mokraoui and Ismail Ben Ayed and Axel Prouvost and Sonimith Hang and Monit Korn and Rémi Harvey},
  title = {{Analyzing the Impact of Low-Rank Adaptation for Cross-Domain Few-Shot Object Detection in Aerial Images}},
  year = {2025},
  booktitle = {33rd European Signal Processing Conference, EUSIPCO 2025, Palermo, Italy, September 8-12, 2025},
  pages = {745--749},
  eprint = {2504.06330},
  archivePrefix = {arXiv},
  url = {https://ieeexplore.ieee.org/document/11226338}
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@article{DBLP:journals/ram/AraizaIllanBBCCCCCCDDEF25,
  author = {Dejanira Araiza-Illan and Kevin Baum and Helen Beebee and Raja Chatila and Sarah Moth-Lund Christensen and Simon Coghlan and Emily C. Collins and S. Kate Conroy and Alcino Cunha and Anna Dobrosovestnova and Hein Duijf and Vanessa Evers and Michael Fisher and Nico Hochgeschwender and Nadin Kökciyan and Séverin Lemaignan and Francisco Javier Rodríguez-Lera and Sara Ljungblad and Martin Magnusson and Masoumeh Mansouri and Michael Milford and AJung Moon and Thomas M. Powers and Pericle Salvini and Teresa Scantamburlo and Nick Schuster and Marija Slavkovik and Ufuk Topcu and Daniel F. Preciado Vanegas and Andrzej Wasowski and Yi Yang},
  title = {{A Road Map for Responsible Robotics: Promoting Human Agency and Collaborative Efforts}},
  year = {2025},
  journal = {IEEE Robotics Autom. Mag.},
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  number = {4},
  pages = {12--24},
  doi = {10.1109/MRA.2025.3620148},
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@article{DBLP:journals/jpdc/GonthierMT25,
  author = {Maxime Gonthier and Loris Marchal and Samuel Thibault},
  title = {{A scheduler to foster data locality for GPU and out-of-core task-based linear algebra applications}},
  year = {2025},
  journal = {J. Parallel Distributed Comput.},
  volume = {206},
  pages = {105170},
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@article{DBLP:journals/tmlr/FormontJPA25,
  author = {Philippe Formont and Hugo Jeannin and Pablo Piantanida and Ismail Ben Ayed},
  title = {{A Strong Baseline for Molecular Few-Shot Learning}},
  year = {2025},
  journal = {Trans. Mach. Learn. Res.},
  volume = {2025},
  eprint = {2404.02314},
  archivePrefix = {arXiv},
  url = {https://openreview.net/forum?id=JQ0agisXny}
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@inproceedings{DBLP:conf/nips/LafonHRDT25,
  author = {Marc Lafon and Gustavo Adolfo Vargas Hakim and Clément Rambour and Christian Desrosiers and Nicolas Thome},
  title = {{CLIPTTA: Robust Contrastive Vision-Language Test-Time Adaptation}},
  year = {2025},
  booktitle = {Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, NeurIPS 2025, San Diego, CA, USA, December 2-7, 2025 / Mexico City, Mexico, November 30 - December 5, 2025},
  eprint = {2507.14312},
  archivePrefix = {arXiv},
  url = {https://papers.nips.cc/paper_files/paper/2025/hash/67e2da8af2476c7441c881fc253042a6-Abstract-Conference.html}
}

@inproceedings{DBLP:conf/eusipco/PirlogeanuNCPA25,
  author = {Gabriel Pirlogeanu and Ana Neacsu and Horia Cucu and Jean-Christophe Pesquet and Ismail Ben Ayed},
  title = {{Closed-Set Speaker Identification using Few-Shot Transductive Learning}},
  year = {2025},
  booktitle = {33rd European Signal Processing Conference, EUSIPCO 2025, Palermo, Italy, September 8-12, 2025},
  pages = {46--50},
  url = {https://ieeexplore.ieee.org/document/11226136}
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@inproceedings{DBLP:conf/emnlp/EstienneZNCP25,
  author = {Lautaro Estienne and Gabriel Ben Zenou and Nona Naderi and Jackie CK Cheung and Pablo Piantanida},
  title = {{Collaborative Rational Speech Act: Pragmatic Reasoning for Multi-Turn Dialog}},
  year = {2025},
  booktitle = {Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025, Suzhou, China, November 4-9, 2025},
  pages = {22509--22523},
  doi = {10.18653/V1/2025.EMNLP-MAIN.1145},
  eprint = {2507.14063},
  archivePrefix = {arXiv},
  url = {https://aclanthology.org/2025.emnlp-main.1145}
}

@misc{DBLP:journals/corr/abs-2507-03545,
  author = {Julien Nicolas and Mohamed Maouche and Sonia Ben Mokhtar and Mark Coates},
  title = {{Communication Efficient, Differentially Private Distributed Optimization using Correlation-Aware Sketching}},
  year = {2025},
  doi = {10.48550/ARXIV.2507.03545},
  eprint = {2507.03545},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2507.03545}
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@inproceedings{DBLP:conf/icpp/GonthierCFMV25,
  author = {Maxime Gonthier and Kyle Chard and Ian T. Foster and Loris Marchal and Frédéric Vivien},
  title = {{Deadline-Aware Scheduling of Mixed-Criticality Tasks}},
  year = {2025},
  booktitle = {Proceedings of the 54th International Conference on Parallel Processing, ICPP 2025, San Diego, CA, USA, September 8-11, 2025},
  pages = {178--187},
  doi = {10.1145/3754598.3754639},
  url = {https://dl.acm.org/doi/10.1145/3754598.3754639}
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@misc{DBLP:journals/corr/abs-2508-06227,
  author = {Md Sazidur Rahman and David Cabecinhas and Ricard Marxer},
  title = {{Depth Jitter: Seeing through the Depth}},
  year = {2025},
  doi = {10.48550/ARXIV.2508.06227},
  eprint = {2508.06227},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2508.06227}
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@article{DBLP:journals/tmlr/MousaviMMPSWYKPMRELLSWK25,
  author = {Pooneh Mousavi and Gallil Maimon and Adel Moumen and Darius Petermann and Jiatong Shi and Haibin Wu and Haici Yang and Anastasia Kuznetsova and Artem Ploujnikov and Ricard Marxer and Bhuvana Ramabhadran and Benjamin Elizalde and Loren Lugosch and Jinyu Li and Cem Subakan and Philip C. Woodland and Minje Kim and Hung-yi Lee and Shinji Watanabe and Yossi Adi and Mirco Ravanelli},
  title = {{Discrete Audio Tokens: More Than a Survey!}},
  year = {2025},
  journal = {Trans. Mach. Learn. Res.},
  volume = {2025},
  eprint = {2506.10274},
  archivePrefix = {arXiv},
  url = {https://openreview.net/forum?id=eqNchtvc6v}
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@misc{DBLP:journals/corr/abs-2504-17069,
  author = {Rishav Pramanik and Antoine Poupon and Juan A. Rodríguez and Masih Aminbeidokhti and David Vázquez and Christopher Pal and Zhaozheng Yin and Marco Pedersoli},
  title = {{Distilling semantically aware orders for autoregressive image generation}},
  year = {2025},
  doi = {10.48550/ARXIV.2504.17069},
  eprint = {2504.17069},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2504.17069}
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@article{DBLP:journals/csysl/SerajNM25,
  author = {Raihan Seraj and Jerome Le Ny and Aditya Mahajan},
  title = {{Fatigue and Task Load Dependent Decision Referrals for Joint Binary Classification in Human-Automation Teams}},
  year = {2025},
  journal = {IEEE Control. Syst. Lett.},
  volume = {9},
  pages = {1315--1320},
  doi = {10.1109/LCSYS.2025.3581647},
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@article{DBLP:journals/jmlr/AubinaisGP25,
  author = {Eric Aubinais and Elisabeth Gassiat and Pablo Piantanida},
  title = {{Fundamental Limits of Membership Inference Attacks on Machine Learning Models}},
  year = {2025},
  journal = {J. Mach. Learn. Res.},
  volume = {26},
  pages = {263:1--263:54},
  eprint = {2310.13786},
  archivePrefix = {arXiv},
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@article{DBLP:journals/tmlr/BahriYNCHOBAD25,
  author = {Ali Bahri and Moslem Yazdanpanah and Mehrdad Noori and Milad Cheraghalikhani and Gustavo Adolfo Vargas Hakim and David Osowiechi and Farzad Beizaee and Ismail Ben Ayed and Christian Desrosiers},
  title = {{GeoMask3D: Geometrically Informed Mask Selection for Self-Supervised Point Cloud Learning in 3D}},
  year = {2025},
  journal = {Trans. Mach. Learn. Res.},
  volume = {2025},
  eprint = {2405.12419},
  archivePrefix = {arXiv},
  url = {https://openreview.net/forum?id=Yk7GUlJwGa}
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@article{DBLP:journals/mia/BeizaeeLATCSADD25,
  author = {Farzad Beizaee and Gregory A. Lodygensky and Christopher L. Adamson and Deanne K. Thompson and Jeanie L. Y. Cheong and Alicia J. Spittle and Peter J. Anderson and Christian Desrosiers and Jose Dolz},
  title = {{Harmonizing flows: Leveraging normalizing flows for unsupervised and source-free MRI harmonization}},
  year = {2025},
  journal = {Medical Image Anal.},
  volume = {101},
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  eprint = {2407.15717},
  archivePrefix = {arXiv},
  url = {https://linkinghub.elsevier.com/retrieve/pii/S1361841525000313}
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@inproceedings{DBLP:conf/emnlp/DuboisYP25,
  author = {Matthieu Dubois and François Yvon and Pablo Piantanida},
  title = {{How Sampling Affects the Detectability of Machine-written texts: A Comprehensive Study}},
  year = {2025},
  booktitle = {Findings of the Association for Computational Linguistics: EMNLP 2025, Suzhou, China, November 4-9, 2025},
  pages = {11369--11387},
  doi = {10.18653/V1/2025.FINDINGS-EMNLP.609},
  eprint = {2510.13681},
  archivePrefix = {arXiv},
  url = {https://aclanthology.org/2025.findings-emnlp.609/}
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@inproceedings{DBLP:conf/nips/AngelopoulosS25,
  author = {Spyros Angelopoulos and Bertrand Simon},
  title = {{Learning-Augmented Online Bidding in Stochastic Settings}},
  year = {2025},
  booktitle = {Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, NeurIPS 2025, San Diego, CA, USA, December 2-7, 2025 / Mexico City, Mexico, November 30 - December 5, 2025},
  eprint = {2510.25582},
  archivePrefix = {arXiv},
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@inproceedings{DBLP:conf/nips/FormontDKGCASP25,
  author = {Philippe Formont and Maxime Darrin and Banafsheh Karimian and Eric Granger and Jackie CK Cheung and Ismail Ben Ayed and Mohammadhadi Shateri and Pablo Piantanida},
  title = {{Learning Task-Agnostic Representations through Multi-Teacher Distillation}},
  year = {2025},
  booktitle = {Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, NeurIPS 2025, San Diego, CA, USA, December 2-7, 2025 / Mexico City, Mexico, November 30 - December 5, 2025},
  eprint = {2510.18680},
  archivePrefix = {arXiv},
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@misc{DBLP:journals/corr/abs-2502-06567,
  author = {Eric Aubinais and Philippe Formont and Pablo Piantanida and Elisabeth Gassiat},
  title = {{Membership Inference Risks in Quantized Models: A Theoretical and Empirical Study}},
  year = {2025},
  doi = {10.48550/ARXIV.2502.06567},
  eprint = {2502.06567},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2502.06567}
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@article{DBLP:journals/tac/BozkurtMNO25,
  author = {Berk Bozkurt and Aditya Mahajan and Ashutosh Nayyar and Yi Ouyang},
  title = {{Model Approximation in MDPs With Unbounded Per-Step Cost}},
  year = {2025},
  journal = {IEEE Trans. Autom. Control.},
  volume = {70},
  number = {7},
  pages = {4624--4639},
  doi = {10.1109/TAC.2025.3532181},
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  archivePrefix = {arXiv},
  url = {https://ieeexplore.ieee.org/document/10848136/}
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@inproceedings{DBLP:conf/coling/DuboisYP25,
  author = {Matthieu Dubois and François Yvon and Pablo Piantanida},
  title = {{MOSAIC at GENAI Detection Task 3 : Zero-Shot Detection Using an Ensemble of Models}},
  year = {2025},
  booktitle = {Proceedings of the 31st International Conference on Computational Linguistics, COLING 2025 - Workshops, Abu Dhabi, UAE, January 19-24, 2025},
  pages = {371--376},
  url = {https://aclanthology.org/2025.genaidetect-1.44/}
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@inproceedings{DBLP:conf/acl/DuboisYP25,
  author = {Matthieu Dubois and François Yvon and Pablo Piantanida},
  title = {{MOSAIC: Multiple Observers Spotting AI Content}},
  year = {2025},
  booktitle = {Findings of the Association for Computational Linguistics, ACL 2025, Vienna, Austria, July 27 - August 1, 2025},
  pages = {24230--24247},
  doi = {10.18653/V1/2025.FINDINGS-ACL.1244},
  eprint = {2409.07615},
  archivePrefix = {arXiv},
  url = {https://aclanthology.org/2025.findings-acl.1244/}
}

@article{DBLP:journals/tdsc/GorlaJGPP25,
  author = {Daniele Gorla and Louis Jalouzot and Federica Granese and Catuscia Palamidessi and Pablo Piantanida},
  title = {{On Estimating the Strength of Differentially Private Mechanisms in a Black-Box Setting}},
  year = {2025},
  journal = {IEEE Trans. Dependable Secur. Comput.},
  volume = {22},
  number = {5},
  pages = {5494--5507},
  doi = {10.1109/TDSC.2025.3568160},
  url = {https://ieeexplore.ieee.org/document/10993470/}
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@inproceedings{DBLP:conf/iscas/ZianiCCC25,
  author = {Zouhair Ziani and Stéphane Coulombe and François-Xavier Coudoux and Patrick Corlay},
  title = {{Optimization of CRC-Based Single-Bit Error Correction Using a Perfect Hash Table Structure}},
  year = {2025},
  booktitle = {IEEE International Symposium on Circuits and Systems, ISCAS 2025, London, United Kingdom, May 25-28, 2025},
  pages = {1--5},
  doi = {10.1109/ISCAS56072.2025.11043197},
  url = {https://ieeexplore.ieee.org/document/11043197/}
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@inproceedings{DBLP:conf/icml/BenomarCP025,
  author = {Ziyad Benomar and Lorenzo Croissant and Vianney Perchet and Spyros Angelopoulos},
  title = {{Pareto-Optimality, Smoothness, and Stochasticity in Learning-Augmented One-Max-Search}},
  year = {2025},
  booktitle = {Forty-second International Conference on Machine Learning, ICML 2025, Vancouver, BC, Canada, July 13-19, 2025},
  eprint = {2502.05720},
  archivePrefix = {arXiv},
  url = {https://proceedings.mlr.press/v267/benomar25a.html}
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@inproceedings{DBLP:conf/cikm/NicolasSMCM25,
  author = {Julien Nicolas and César Sabater and Mohamed Maouche and Mark Coates and Sonia Ben Mokhtar},
  title = {{PriviRec: Confidential and Decentralized Graph Filtering for Recommender Systems}},
  year = {2025},
  booktitle = {Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025},
  pages = {2212--2221},
  doi = {10.1145/3746252.3761152},
  url = {https://dl.acm.org/doi/10.1145/3746252.3761152}
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@inproceedings{DBLP:conf/sigir/SatoufZPBP25,
  author = {Arthur Satouf and Gabriel Ben Zenou and Benjamin Piwowarski and Habiboulaye Amadou Boubacar and Pablo Piantanida},
  title = {{Rational Retrieval Acts: Leveraging Pragmatic Reasoning to Improve Sparse Retrieval}},
  year = {2025},
  booktitle = {Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025},
  pages = {2674--2678},
  doi = {10.1145/3726302.3730239},
  eprint = {2505.03676},
  archivePrefix = {arXiv},
  url = {https://dl.acm.org/doi/10.1145/3726302.3730239}
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@misc{DBLP:journals/corr/abs-2512-20675,
  author = {Simon Roy and Samuel Barbeau and Giovanni Beltrame and Christian Desrosiers and Nicolas Thome},
  title = {{Revisiting the Learning Objectives of Vision-Language Reward Models}},
  year = {2025},
  doi = {10.48550/ARXIV.2512.20675},
  eprint = {2512.20675},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2512.20675}
}

@inproceedings{DBLP:conf/acl/PianoAPC25,
  author = {Cesare Spinoso Di Piano and David Eric Austin and Pablo Piantanida and Jackie CK Cheung},
  title = {{(RSA)²: A Rhetorical-Strategy-Aware Rational Speech Act Framework for Figurative Language Understanding}},
  year = {2025},
  booktitle = {Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2025, Vienna, Austria, July 27 - August 1, 2025},
  pages = {20898--20938},
  doi = {10.18653/V1/2025.ACL-LONG.1019},
  url = {https://aclanthology.org/2025.acl-long.1019/}
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@inproceedings{DBLP:conf/aaai/0001DEM25,
  author = {Spyros Angelopoulos and Christoph Dürr and Alex Elenter and Georgii Melidi},
  title = {{Scenario-Based Robust Optimization of Tree Structures}},
  year = {2025},
  booktitle = {Thirty-Ninth AAAI Conference on Artificial Intelligence, Thirty-Seventh Conference on Innovative Applications of Artificial Intelligence, Fifteenth Symposium on Educational Advances in Artificial Intelligence, AAAI 2025, Philadelphia, PA, USA, February 25 - March 4, 2025},
  pages = {26895--26903},
  doi = {10.1609/AAAI.V39I25.34894},
  eprint = {2408.11422},
  archivePrefix = {arXiv},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34894}
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@misc{DBLP:journals/corr/abs-2501-16888,
  author = {Julien Nicolas and César Sabater and Mohamed Maouche and Sonia Ben Mokhtar and Mark Coates},
  title = {{Secure Federated Graph-Filtering for Recommender Systems}},
  year = {2025},
  doi = {10.48550/ARXIV.2501.16888},
  eprint = {2501.16888},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2501.16888}
}

@inproceedings{DBLP:conf/acl/FosseBFDLDFP25,
  author = {Loïc Fosse and Frédéric Béchet and Benoît Favre and Géraldine Damnati and Gwénolé Lecorvé and Maxime Darrin and Philippe Formont and Pablo Piantanida},
  title = {{Statistical Deficiency for Task Inclusion Estimation}},
  year = {2025},
  booktitle = {Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2025, Vienna, Austria, July 27 - August 1, 2025},
  pages = {382--415},
  doi = {10.18653/V1/2025.ACL-LONG.18},
  eprint = {2503.05491},
  archivePrefix = {arXiv},
  url = {https://aclanthology.org/2025.acl-long.18/}
}

@inproceedings{DBLP:conf/iclr/MayetS0GH025,
  author = {Tsiry Mayet and Pourya Shamsolmoali and Simon Bernard and Eric Granger and Romain Hérault and Clément Chatelain},
  title = {{TD-Paint: Faster Diffusion Inpainting Through Time-Aware Pixel Conditioning}},
  year = {2025},
  booktitle = {The Thirteenth International Conference on Learning Representations, ICLR 2025, Singapore, April 24-28, 2025},
  eprint = {2410.09306},
  archivePrefix = {arXiv},
  url = {https://openreview.net/forum?id=erWwBoR59l}
}

@misc{DBLP:journals/corr/abs-2503-06211,
  author = {Santiago Cuervo and Adel Moumen and Yanis Labrak and Sameer Khurana and Antoine Laurent and Mickael Rouvier and Ricard Marxer},
  title = {{Text-Speech Language Models with Improved Cross-Modal Transfer by Aligning Abstraction Levels}},
  year = {2025},
  doi = {10.48550/ARXIV.2503.06211},
  eprint = {2503.06211},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2503.06211}
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@inproceedings{DBLP:conf/eccv/RichetBASGCKPFBG24,
  author = {Nicolas Richet and Soufiane Belharbi and Haseeb Aslam and Meike Emilie Schadt and Manuela González-González and Gustave Cortal and Alessandro Lameiras Koerich and Marco Pedersoli and Alain Finkel and Simon Bacon and Eric Granger},
  title = {{Textualized and Feature-Based Models for Compound Multimodal Emotion Recognition in the Wild}},
  year = {2025},
  booktitle = {Computer Vision - ECCV 2024 Workshops - Milan, Italy, September 29-October 4, 2024, Proceedings, Part XV},
  pages = {60--78},
  doi = {10.1007/978-3-031-91581-9_5},
  eprint = {2407.12927},
  archivePrefix = {arXiv},
  url = {https://link.springer.com/10.1007/978-3-031-91581-9_5}
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@inproceedings{DBLP:conf/nips/MarzaFBMDPDCV25,
  author = {Pierre Marza and Leo Fillioux and Sofiène Boutaj and Kunal Mahatha and Christian Desrosiers and Pablo Piantanida and Jose Dolz and Stergios Christodoulidis and Maria Vakalopoulou},
  title = {{THUNDER: Tile-level Histopathology image UNDERstanding benchmark}},
  year = {2025},
  booktitle = {Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, NeurIPS 2025, San Diego, CA, USA, December 2-7, 2025 / Mexico City, Mexico, November 30 - December 5, 2025},
  eprint = {2507.07860},
  archivePrefix = {arXiv},
  url = {https://papers.nips.cc/paper_files/paper/2025/hash/e3a2bd22ef74970b2fff74a16f806237-Abstract-Datasets_and_Benchmarks_Track.html}
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@inproceedings{DBLP:conf/nips/DastaniBHYNOBAL25,
  author = {Sahar Dastani and Ali Bahri and Gustavo Adolfo Vargas Hakim and Moslem Yazdanpanah and Mehrdad Noori and David Osowiechi and Samuel Barbeau and Ismail Ben Ayed and Herve Lombaert and Christian Desrosiers},
  title = {{TRUST: Test-Time Refinement using Uncertainty-Guided SSM Traverses}},
  year = {2025},
  booktitle = {Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, NeurIPS 2025, San Diego, CA, USA, December 2-7, 2025 / Mexico City, Mexico, November 30 - December 5, 2025},
  eprint = {2509.22813},
  archivePrefix = {arXiv},
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@inproceedings{DBLP:conf/cvpr/ZhouSSKPA25,
  author = {Long Zhou and Fereshteh Shakeri and Aymen Sadraoui and Mounir Kaaniche and Jean-Christophe Pesquet and Ismail Ben Ayed},
  title = {{UNEM: UNrolled Generalized EM for Transductive Few-Shot Learning}},
  year = {2025},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2025, Nashville, TN, USA, June 11-15, 2025},
  pages = {9665--9675},
  doi = {10.1109/CVPR52734.2025.00903},
  eprint = {2412.16739},
  archivePrefix = {arXiv},
  url = {https://openaccess.thecvf.com/content/CVPR2025/html/Zhou_UNEM_UNrolled_Generalized_EM_for_Transductive_Few-Shot_Learning_CVPR_2025_paper.html}
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@misc{DBLP:journals/corr/abs-2501-07306,
  author = {Ségolène Martin and Jean-Christophe Pesquet and Gabriele Steidl and Ismail Ben Ayed},
  title = {{Variable Bregman Majorization-Minimization Algorithm and its Application to Dirichlet Maximum Likelihood Estimation}},
  year = {2025},
  doi = {10.48550/ARXIV.2501.07306},
  eprint = {2501.07306},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2501.07306}
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@inproceedings{DBLP:conf/iccv/LafonKSCRFADT25,
  author = {Marc Lafon and Yannis Karmim and Julio Silva-Rodríguez and Paul Couairon and Clément Rambour and Raphaël Fournier-S'niehotta and Ismail Ben Ayed and Jose Dolz and Nicolas Thome},
  title = {{ViLU: Learning Vision-Language Uncertainties for Failure Prediction}},
  year = {2025},
  booktitle = {IEEE/CVF International Conference on Computer Vision, ICCV 2025, Honolulu, HI, USA, October 19-25, 2025},
  pages = {17807--17817},
  doi = {10.1109/ICCV51701.2025.01654},
  eprint = {2507.07620},
  archivePrefix = {arXiv},
  url = {https://ieeexplore.ieee.org/document/11444867/}
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@inproceedings{DBLP:conf/iclr/Gomes0PP24,
  author = {Eduardo Dadalto Câmara Gomes and Marco Romanelli and Georg Pichler and Pablo Piantanida},
  title = {{A Data-Driven Measure of Relative Uncertainty for Misclassification Detection}},
  year = {2024},
  booktitle = {The Twelfth International Conference on Learning Representations, ICLR 2024, Vienna, Austria, May 7-11, 2024},
  eprint = {2306.01710},
  archivePrefix = {arXiv},
  url = {https://openreview.net/forum?id=ruGY8v10mK}
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@inproceedings{DBLP:conf/cdc/SinhaM24,
  author = {Amit Sinha and Aditya Mahajan},
  title = {{Agent-state based policies in POMDPs: Beyond belief-state MDPs}},
  year = {2024},
  booktitle = {63rd IEEE Conference on Decision and Control, CDC 2024, Milan, Italy, December 16-19, 2024},
  pages = {6722--6735},
  doi = {10.1109/CDC56724.2024.10886046},
  eprint = {2409.15703},
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@inproceedings{DBLP:conf/emnlp/AntoineBDL24,
  author = {Elie Antoine and Frédéric Béchet and Géraldine Damnati and Philippe Langlais},
  title = {{A linguistically-motivated evaluation methodology for unraveling model's abilities in reading comprehension tasks}},
  year = {2024},
  booktitle = {Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, FL, USA, November 12-16, 2024},
  pages = {18376--18392},
  doi = {10.18653/V1/2024.EMNLP-MAIN.1021},
  eprint = {2501.17569},
  archivePrefix = {arXiv},
  url = {https://aclanthology.org/2024.emnlp-main.1021}
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@inproceedings{DBLP:conf/isbi/SadraouiMBLPGA24,
  author = {Aymen Sadraoui and Ségolène Martin and Eliott Barbot and Astrid Laurent-Bellue and Jean-Christophe Pesquet and Catherine Guettier and Ismail Ben Ayed},
  title = {{A Transductive Few-Shot Learning Approach for Classification of Digital Histopathological Slides from Liver Cancer}},
  year = {2024},
  booktitle = {IEEE International Symposium on Biomedical Imaging, ISBI 2024, Athens, Greece, May 27-30, 2024},
  pages = {1--5},
  doi = {10.1109/ISBI56570.2024.10635817},
  eprint = {2311.17740},
  archivePrefix = {arXiv},
  url = {https://ieeexplore.ieee.org/document/10635817/}
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@inproceedings{DBLP:conf/cdc/MahajanNV24a,
  author = {Aditya Mahajan and Silviu-Iulian Niculescu and Mathukumalli Vidyasagar},
  title = {{A vector almost-supermartingale convergence theorem and its applications}},
  year = {2024},
  booktitle = {63rd IEEE Conference on Decision and Control, CDC 2024, Milan, Italy, December 16-19, 2024},
  pages = {3877--3882},
  doi = {10.1109/CDC56724.2024.10886079},
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@inproceedings{DBLP:conf/icml/Altieri0PAP24,
  author = {Andrés Altieri and Marco Romanelli and Georg Pichler and Florence Alberge and Pablo Piantanida},
  title = {{Beyond the Norms: Detecting Prediction Errors in Regression Models}},
  year = {2024},
  booktitle = {Forty-first International Conference on Machine Learning, ICML 2024, Vienna, Austria, July 21-27, 2024},
  pages = {1186--1221},
  eprint = {2406.06968},
  archivePrefix = {arXiv},
  url = {https://proceedings.mlr.press/v235/altieri24a.html}
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@article{DBLP:journals/tmlr/GomesADP24,
  author = {Eduardo Dadalto Câmara Gomes and Florence Alberge and Pierre Duhamel and Pablo Piantanida},
  title = {{Combine and Conquer: A Meta-Analysis on Data Shift and Out-of-Distribution Detection}},
  year = {2024},
  journal = {Trans. Mach. Learn. Res.},
  volume = {2024},
  eprint = {2406.16045},
  archivePrefix = {arXiv},
  url = {https://openreview.net/forum?id=VGNBUS9TrU}
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@inproceedings{DBLP:conf/cdc/MahajanNV24,
  author = {Aditya Mahajan and Silviu-Iulian Niculescu and Mathukumalli Vidyasagar},
  title = {{Constant step-size stochastic approximation with delayed updates}},
  year = {2024},
  booktitle = {63rd IEEE Conference on Decision and Control, CDC 2024, Milan, Italy, December 16-19, 2024},
  pages = {3303--3308},
  doi = {10.1109/CDC56724.2024.10886824},
  url = {https://ieeexplore.ieee.org/document/10886824/}
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@inproceedings{DBLP:conf/acl/DarrinFCP24,
  author = {Maxime Darrin and Philippe Formont and Jackie Chi Kit Cheung and Pablo Piantanida},
  title = {{COSMIC: Mutual Information for Task-Agnostic Summarization Evaluation}},
  year = {2024},
  booktitle = {Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2024, Bangkok, Thailand, August 11-16, 2024},
  pages = {12696--12717},
  doi = {10.18653/V1/2024.ACL-LONG.686},
  eprint = {2402.19457},
  archivePrefix = {arXiv},
  url = {https://aclanthology.org/2024.acl-long.686}
}

@misc{DBLP:journals/corr/abs-2411-01931,
  author = {Julien Nicolas and César Sabater and Mohamed Maouche and Sonia Ben Mokhtar and Mark Coates},
  title = {{Differentially private and decentralized randomized power method}},
  year = {2024},
  doi = {10.48550/ARXIV.2411.01931},
  eprint = {2411.01931},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2411.01931}
}

@article{DBLP:journals/mia/LiuDGKA24,
  author = {Bingyuan Liu and Jose Dolz and Adrian Galdran and Riadh Kobbi and Ismail Ben Ayed},
  title = {{Do we really need dice? The hidden region-size biases of segmentation losses}},
  year = {2024},
  journal = {Medical Image Anal.},
  volume = {91},
  pages = {103015},
  doi = {10.1016/J.MEDIA.2023.103015},
  eprint = {2104.08717},
  archivePrefix = {arXiv},
  url = {https://linkinghub.elsevier.com/retrieve/pii/S136184152300275X}
}

@inproceedings{DBLP:conf/taln/AntoineBDL24,
  author = {Elie Antoine and Frédéric Béchet and Géraldine Damnati and Philippe Langlais},
  title = {{Étude des facteurs de complexité des modèles de langage dans une tâche de compréhension de lecture à l'aide d'une expérience contrôlée sémantiquement}},
  year = {2024},
  booktitle = {Actes de la 31ème Conférence sur le Traitement Automatique des Langues Naturelles, TALN 2024 - Volume 1 : articles longs et prises de position, Toulouse, France, July 8-12, 2024},
  pages = {384--396},
  url = {https://aclanthology.org/2024.jeptalnrecital-taln.27}
}

@inproceedings{DBLP:conf/acl/DarrinAPC24,
  author = {Maxime Darrin and Ines Arous and Pablo Piantanida and Jackie Chi Kit Cheung},
  title = {{GLIMPSE: Pragmatically Informative Multi-Document Summarization for Scholarly Reviews}},
  year = {2024},
  booktitle = {Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2024, Bangkok, Thailand, August 11-16, 2024},
  pages = {12737--12752},
  doi = {10.18653/V1/2024.ACL-LONG.688},
  eprint = {2406.07359},
  archivePrefix = {arXiv},
  url = {https://aclanthology.org/2024.acl-long.688}
}

@misc{DBLP:journals/corr/abs-2409-10070,
  author = {Eunice Akani and Benoît Favre and Frédéric Béchet and Romain Gemignani},
  title = {{Increasing faithfulness in human-human dialog summarization with Spoken Language Understanding tasks}},
  year = {2024},
  doi = {10.48550/ARXIV.2409.10070},
  eprint = {2409.10070},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2409.10070}
}

@article{DBLP:journals/tcns/AkbarzadehM24,
  author = {Nima Akbarzadeh and Aditya Mahajan},
  title = {{On Learning Whittle Index Policy for Restless Bandits With Scalable Regret}},
  year = {2024},
  journal = {IEEE Trans. Control. Netw. Syst.},
  volume = {11},
  number = {3},
  pages = {1190--1202},
  doi = {10.1109/TCNS.2023.3333402},
  eprint = {2202.03463},
  archivePrefix = {arXiv},
  url = {https://ieeexplore.ieee.org/document/10319692/}
}

@article{DBLP:journals/jcss/AngelopoulosDJKR24,
  author = {Spyros Angelopoulos and Christoph Dürr and Shendan Jin and Shahin Kamali and Marc P. Renault},
  title = {{Online computation with untrusted advice}},
  year = {2024},
  journal = {J. Comput. Syst. Sci.},
  volume = {144},
  pages = {103545},
  doi = {10.1016/J.JCSS.2024.103545},
  eprint = {1905.05655},
  archivePrefix = {arXiv},
  url = {https://linkinghub.elsevier.com/retrieve/pii/S0022000024000400}
}

@misc{DBLP:journals/corr/abs-2401-03051,
  author = {Lautaro Estienne and Roberta Hansen and Matías Vera and Luciana Ferrer and Pablo Piantanida},
  title = {{On the Convergence of Semi Unsupervised Calibration through Prior Adaptation Algorithm}},
  year = {2024},
  doi = {10.48550/ARXIV.2401.03051},
  eprint = {2401.03051},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2401.03051}
}

@article{DBLP:journals/ml/PinzonPPV24,
  author = {Carlos Pinzón and Catuscia Palamidessi and Pablo Piantanida and Frank Valencia},
  title = {{On the incompatibility of accuracy and equal opportunity}},
  year = {2024},
  journal = {Mach. Learn.},
  volume = {113},
  number = {5},
  pages = {2405--2434},
  doi = {10.1007/S10994-023-06331-Y},
  url = {https://link.springer.com/10.1007/s10994-023-06331-y}
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@inproceedings{DBLP:conf/aistats/Granese0P24,
  author = {Federica Granese and Marco Romanelli and Pablo Piantanida},
  title = {{Optimal Zero-Shot Detector for Multi-Armed Attacks}},
  year = {2024},
  booktitle = {International Conference on Artificial Intelligence and Statistics, 2-4 May 2024, Palau de Congressos, Valencia, Spain},
  pages = {2467--2475},
  eprint = {2402.15808},
  archivePrefix = {arXiv},
  url = {https://proceedings.mlr.press/v238/granese24a.html}
}

@inproceedings{DBLP:conf/nips/Elenter0DL24,
  author = {Alex Elenter and Spyros Angelopoulos and Christoph Dürr and Yanni Lefki},
  title = {{Overcoming Brittleness in Pareto-Optimal Learning Augmented Algorithms}},
  year = {2024},
  booktitle = {Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver, BC, Canada, December 10 - 15, 2024},
  eprint = {2408.04122},
  archivePrefix = {arXiv},
  url = {https://papers.nips.cc/paper_files/paper/2024/hash/11c6625b0481a7d5625831369f6b7c82-Abstract-Conference.html}
}

@misc{DBLP:journals/corr/abs-2412-16971,
  author = {Elie Antoine and Frédéric Béchet and Philippe Langlais},
  title = {{Part-Of-Speech Sensitivity of Routers in Mixture of Experts Models}},
  year = {2024},
  doi = {10.48550/ARXIV.2412.16971},
  eprint = {2412.16971},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2412.16971}
}

@article{DBLP:journals/tdsc/Pichler0VP24,
  author = {Georg Pichler and Marco Romanelli and Leonardo Rey Vega and Pablo Piantanida},
  title = {{Perfectly Accurate Membership Inference by a Dishonest Central Server in Federated Learning}},
  year = {2024},
  journal = {IEEE Trans. Dependable Secur. Comput.},
  volume = {21},
  number = {4},
  pages = {4290--4296},
  doi = {10.1109/TDSC.2023.3326230},
  eprint = {2203.16463},
  archivePrefix = {arXiv},
  url = {https://ieeexplore.ieee.org/document/10288414/}
}

@misc{DBLP:journals/corr/abs-2406-14404,
  author = {Florence Regol and Joud Chataoui and Bertrand Charpentier and Mark Coates and Pablo Piantanida and Stephan Günnemann},
  title = {{Predicting Probabilities of Error to Combine Quantization and Early Exiting: QuEE}},
  year = {2024},
  doi = {10.48550/ARXIV.2406.14404},
  eprint = {2406.14404},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2406.14404}
}

@article{DBLP:journals/tifs/ShateriMLP24,
  author = {Mohammadhadi Shateri and Francisco Messina and Fabrice Labeau and Pablo Piantanida},
  title = {{Preserving Privacy in GANs Against Membership Inference Attack}},
  year = {2024},
  journal = {IEEE Trans. Inf. Forensics Secur.},
  volume = {19},
  pages = {1728--1743},
  doi = {10.1109/TIFS.2023.3342654},
  eprint = {2311.03172},
  archivePrefix = {arXiv},
  url = {https://ieeexplore.ieee.org/document/10359117/}
}

@article{DBLP:journals/tcom/LiangCHKHD24,
  author = {Zhaokun Liang and Guofa Cai and Jiguang He and Georges Kaddoum and Chongwen Huang and Mérouane Debbah},
  title = {{RIS-Enabled Anti-Interference in LoRa Systems}},
  year = {2024},
  journal = {IEEE Trans. Commun.},
  volume = {72},
  number = {10},
  pages = {6599--6616},
  doi = {10.1109/TCOMM.2024.3402146},
  eprint = {2311.02917},
  archivePrefix = {arXiv},
  url = {https://ieeexplore.ieee.org/document/10531262/}
}

@article{DBLP:journals/access/ZhangCCGC24,
  author = {Yujing Zhang and Stéphane Coulombe and François-Xavier Coudoux and Alexis Guichemerre and Patrick Corlay},
  title = {{Robust Video List Decoding in Error-Prone Transmission Systems Using a Deep Learning Approach}},
  year = {2024},
  journal = {IEEE Access},
  volume = {12},
  pages = {170632--170647},
  doi = {10.1109/ACCESS.2024.3501152},
  url = {https://ieeexplore.ieee.org/document/10755955/}
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@inproceedings{DBLP:conf/cvpr/GuichemerreBMMS22,
  author = {Alexis Guichemerre and Soufiane Belharbi and Tsiry Mayet and Shakeeb Murtaza and Pourya Shamsolmoali and Luke McCaffrey and Eric Granger},
  title = {{Source-Free Domain Adaptation of Weakly-Supervised Object Localization Models for Histology}},
  year = {2024},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024 - Workshops, Seattle, WA, USA, June 17-18, 2024},
  pages = {33--43},
  doi = {10.1109/CVPRW63382.2024.00008},
  eprint = {2404.19113},
  archivePrefix = {arXiv},
  url = {https://ieeexplore.ieee.org/document/10678508/}
}

@article{DBLP:journals/prl/ElYacoubiPGY24,
  author = {Mounîm A. El-Yacoubi and Umapada Pal and Eric Granger and Pong Chi Yuen},
  title = {{Special section: Best papers of the international conference on pattern recognition and artificial intelligence (ICPRAI) 2022}},
  year = {2024},
  journal = {Pattern Recognit. Lett.},
  volume = {177},
  pages = {150},
  doi = {10.1016/J.PATREC.2023.12.011},
  url = {https://linkinghub.elsevier.com/retrieve/pii/S0167865523003586}
}

@article{DBLP:journals/pr/NooriCBHOAD24,
  author = {Mehrdad Noori and Milad Cheraghalikhani and Ali Bahri and Gustavo Adolfo Vargas Hakim and David Osowiechi and Ismail Ben Ayed and Christian Desrosiers},
  title = {{TFS-ViT: Token-level feature stylization for domain generalization}},
  year = {2024},
  journal = {Pattern Recognit.},
  volume = {149},
  pages = {110213},
  doi = {10.1016/J.PATCOG.2023.110213},
  eprint = {2303.15698},
  archivePrefix = {arXiv},
  url = {https://linkinghub.elsevier.com/retrieve/pii/S003132032300910X}
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@article{DBLP:journals/tmlr/JuvinaNRPBA24,
  author = {Simona Ioana Juvina and Ana Antonia Neacsu and Jérôme Rony and Jean-Christophe Pesquet and Corneliu Burileanu and Ismail Ben Ayed},
  title = {{Training Graph Neural Networks Subject to a Tight Lipschitz Constraint}},
  year = {2024},
  journal = {Trans. Mach. Learn. Res.},
  volume = {2024},
  url = {https://openreview.net/forum?id=KLojVqdj2y}
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@inproceedings{DBLP:conf/cvpr/MartinHSPA24,
  author = {Ségolène Martin and Yunshi Huang and Fereshteh Shakeri and Jean-Christophe Pesquet and Ismail Ben Ayed},
  title = {{Transductive Zero-Shot and Few-Shot CLIP}},
  year = {2024},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024, Seattle, WA, USA, June 16-22, 2024},
  pages = {28816--28826},
  doi = {10.1109/CVPR52733.2024.02722},
  eprint = {2405.18437},
  archivePrefix = {arXiv},
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@article{DBLP:journals/pe/AkbarzadehM24,
  author = {Nima Akbarzadeh and Aditya Mahajan},
  title = {{Two families of indexable partially observable restless bandits and Whittle index computation}},
  year = {2024},
  journal = {Perform. Evaluation},
  volume = {163},
  pages = {102394},
  doi = {10.1016/J.PEVA.2023.102394},
  url = {https://linkinghub.elsevier.com/retrieve/pii/S0166531623000640}
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@inproceedings{DBLP:conf/dcc/PresvotsKPPLP24,
  author = {Corentin Presvôts and Michel Kieffer and Thibault Prevost and Patrick Panciatici and Zuxing Li and Pablo Piantanida},
  title = {{Two-stage Multiple-Model Compression Approach for Sampled Electrical Signals}},
  year = {2024},
  booktitle = {Data Compression Conference, DCC 2024, Snowbird, UT, USA, March 19-22, 2024},
  pages = {522--531},
  doi = {10.1109/DCC58796.2024.00060},
  url = {https://ieeexplore.ieee.org/document/10533824/}
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@inproceedings{DBLP:conf/interspeech/AkaniBFG24,
  author = {Eunice Akani and Frédéric Béchet and Benoît Favre and Romain Gemignani},
  title = {{Unified Framework for Spoken Language Understanding and Summarization in Task-Based Human Dialog processing}},
  year = {2024},
  booktitle = {25th Annual Conference of the International Speech Communication Association, Interspeech 2024, Kos, Greece, September 1-5, 2024},
  doi = {10.21437/INTERSPEECH.2024-2276},
  url = {https://www.isca-archive.org/interspeech_2024/akani24_interspeech.html}
}

@inproceedings{DBLP:conf/aaai/DarrinSGCPC24,
  author = {Maxime Darrin and Guillaume Staerman and Eduardo Dadalto Câmara Gomes and Jackie C. K. Cheung and Pablo Piantanida and Pierre Colombo},
  title = {{Unsupervised Layer-Wise Score Aggregation for Textual OOD Detection}},
  year = {2024},
  booktitle = {Thirty-Eighth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2024, February 20-27, 2024, Vancouver, Canada},
  pages = {17880--17888},
  doi = {10.1609/AAAI.V38I16.29742},
  eprint = {2302.09852},
  archivePrefix = {arXiv},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29742}
}

@misc{DBLP:journals/corr/abs-2405-17517,
  author = {Louis Fournier and Adel Nabli and Masih Aminbeidokhti and Marco Pedersoli and Eugene Belilovsky and Edouard Oyallon},
  title = {{WASH: Train your Ensemble with Communication-Efficient Weight Shuffling, then Average}},
  year = {2024},
  doi = {10.48550/ARXIV.2405.17517},
  eprint = {2405.17517},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2405.17517}
}

@inproceedings{DBLP:conf/nips/OsowiechiNHYBCD24,
  author = {David Osowiechi and Mehrdad Noori and Gustavo Adolfo Vargas Hakim and Moslem Yazdanpanah and Ali Bahri and Milad Cheraghalikhani and Sahar Dastani and Farzad Beizaee and Ismail Ben Ayed and Christian Desrosiers},
  title = {{WATT: Weight Average Test Time Adaptation of CLIP}},
  year = {2024},
  booktitle = {Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver, BC, Canada, December 10 - 15, 2024},
  eprint = {2406.13875},
  archivePrefix = {arXiv},
  url = {https://papers.nips.cc/paper_files/paper/2024/hash/55d16334943f8728073e17139e5baa3d-Abstract-Conference.html}
}

@inproceedings{DBLP:conf/nips/DarrinFACP24,
  author = {Maxime Darrin and Philippe Formont and Ismail Ben Ayed and Jackie CK Cheung and Pablo Piantanida},
  title = {{When is an Embedding Model More Promising than Another?}},
  year = {2024},
  booktitle = {Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver, BC, Canada, December 10 - 15, 2024},
  eprint = {2406.07640},
  archivePrefix = {arXiv},
  url = {https://papers.nips.cc/paper_files/paper/2024/hash/7e6f445a74cdb71931aac64f1e3f49c9-Abstract-Conference.html}
}

@inproceedings{DBLP:conf/coling/KhodjaBBNL24,
  author = {Hichem Ammar Khodja and Frédéric Béchet and Quentin Brabant and Alexis Nasr and Gwénolé Lecorvé},
  title = {{WikiFactDiff: A Large, Realistic, and Temporally Adaptable Dataset for Atomic Factual Knowledge Update in Causal Language Models}},
  year = {2024},
  booktitle = {Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC/COLING 2024, 20-25 May, 2024, Torino, Italy},
  pages = {17614--17624},
  eprint = {2403.14364},
  archivePrefix = {arXiv},
  url = {https://aclanthology.org/2024.lrec-main.1532}
}

@inproceedings{DBLP:conf/taln/KhodjaBBNL24,
  author = {Hichem Ammar Khodja and Frédéric Béchet and Quentin Brabant and Alexis Nasr and Gwénolé Lecorvé},
  title = {{WikiFactDiff: Un Grand jeu de données Réaliste et Temporellement Adaptable pour la Mise à Jour Atomique des Connaissances Factuelles dans les Modèles de Langue Causaux}},
  year = {2024},
  booktitle = {Actes de la 31ème Conférence sur le Traitement Automatique des Langues Naturelles, TALN 2024 - Volume 1 : articles longs et prises de position, Toulouse, France, July 8-12, 2024},
  pages = {262--281},
  url = {https://aclanthology.org/2024.jeptalnrecital-taln.18}
}

@misc{DBLP:journals/corr/abs-2411-17002,
  author = {Shambhavi Mishra and Julio Silva-Rodríguez and Ismail Ben Ayed and Marco Pedersoli and Jose Dolz},
  title = {{Words Matter: Leveraging Individual Text Embeddings for Code Generation in CLIP Test-Time Adaptation}},
  year = {2024},
  doi = {10.48550/ARXIV.2411.17002},
  eprint = {2411.17002},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2411.17002}
}

@article{DBLP:journals/pami/PicotMBLAP23,
  author = {Marine Picot and Francisco Messina and Malik Boudiaf and Fabrice Labeau and Ismail Ben Ayed and Pablo Piantanida},
  title = {{Adversarial Robustness Via Fisher-Rao Regularization}},
  year = {2023},
  journal = {IEEE Trans. Pattern Anal. Mach. Intell.},
  volume = {45},
  number = {3},
  pages = {2698--2710},
  doi = {10.1109/TPAMI.2022.3174724},
  eprint = {2106.06685},
  archivePrefix = {arXiv},
  url = {https://ieeexplore.ieee.org/document/9773978/}
}

@misc{DBLP:journals/corr/abs-2306-03522,
  author = {Eduardo Dadalto Câmara Gomes and Pierre Colombo and Guillaume Staerman and Nathan Noiry and Pablo Piantanida},
  title = {{A Functional Data Perspective and Baseline On Multi-Layer Out-of-Distribution Detection}},
  year = {2023},
  doi = {10.48550/ARXIV.2306.03522},
  eprint = {2306.03522},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2306.03522}
}

@article{DBLP:journals/tmlr/PicotGSRMPC23,
  author = {Marine Picot and Federica Granese and Guillaume Staerman and Marco Romanelli and Francisco Messina and Pablo Piantanida and Pierre Colombo},
  title = {{A Halfspace-Mass Depth-Based Method for Adversarial Attack Detection}},
  year = {2023},
  journal = {Trans. Mach. Learn. Res.},
  volume = {2023},
  url = {https://openreview.net/forum?id=YtU0nDb5e8}
}

@inproceedings{DBLP:conf/ijcnlp/ColomboNSP23,
  author = {Pierre Colombo and Nathan Noiry and Guillaume Staerman and Pablo Piantanida},
  title = {{A Novel Information Theoretic Objective to Disentangle Representations for Fair Classification}},
  year = {2023},
  booktitle = {Findings of the Association for Computational Linguistics: IJCNLP-AACL 2023 - Findings, Nusa Dua, Bali, November 1-4, 2023},
  pages = {184--198},
  doi = {10.18653/V1/2023.FINDINGS-IJCNLP.17},
  eprint = {2310.13990},
  archivePrefix = {arXiv},
  url = {https://aclanthology.org/2023.findings-ijcnlp.17}
}

@inproceedings{DBLP:conf/aies/RismaniSSSMR23,
  author = {Shalaleh Rismani and Renee Shelby and Andrew Smart and Renelito Delos Santos and AJung Moon and Negar Rostamzadeh},
  title = {{Beyond the ML Model: Applying Safety Engineering Frameworks to Text-to-Image Development}},
  year = {2023},
  booktitle = {Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, AIES 2023, Montréal, QC, Canada, August 8-10, 2023},
  pages = {70--83},
  doi = {10.1145/3600211.3604685},
  eprint = {2307.10312},
  archivePrefix = {arXiv},
  url = {https://dl.acm.org/doi/10.1145/3600211.3604685}
}

@article{DBLP:journals/ijon/GrossoPPP23,
  author = {Ganesh Del Grosso and Georg Pichler and Catuscia Palamidessi and Pablo Piantanida},
  title = {{Bounding information leakage in machine learning}},
  year = {2023},
  journal = {Neurocomputing},
  volume = {534},
  pages = {1--17},
  doi = {10.1016/J.NEUCOM.2023.02.058},
  eprint = {2105.03875},
  archivePrefix = {arXiv},
  url = {https://linkinghub.elsevier.com/retrieve/pii/S0925231223002072}
}

@article{DBLP:journals/mia/MurugesanLGAD23,
  author = {Balamurali Murugesan and Bingyuan Liu and Adrian Galdran and Ismail Ben Ayed and Jose Dolz},
  title = {{Calibrating segmentation networks with margin-based label smoothing}},
  year = {2023},
  journal = {Medical Image Anal.},
  volume = {87},
  pages = {102826},
  doi = {10.1016/J.MEDIA.2023.102826},
  eprint = {2209.09641},
  archivePrefix = {arXiv},
  url = {https://linkinghub.elsevier.com/retrieve/pii/S1361841523000841}
}

@inproceedings{DBLP:conf/icc/VermaKAKB23,
  author = {Sandeep Verma and Satnam Kaur and Aneek Adhya and Georges Kaddoum and Bouziane Brik},
  title = {{CROP: Cluster-Based Routing Using Optimized Framework for IoT-Based Precision Agriculture}},
  year = {2023},
  booktitle = {IEEE International Conference on Communications, ICC 2023, Rome, Italy, May 28 - June 1, 2023},
  pages = {4725--4730},
  doi = {10.1109/ICC45041.2023.10279747},
  url = {https://ieeexplore.ieee.org/document/10279747/}
}

@article{DBLP:journals/tac/AfshariM23,
  author = {Mohammad Afshari and Aditya Mahajan},
  title = {{Decentralized Linear Quadratic Systems With Major and Minor Agents and Non-Gaussian Noise}},
  year = {2023},
  journal = {IEEE Trans. Autom. Control.},
  volume = {68},
  number = {8},
  pages = {4666--4681},
  doi = {10.1109/TAC.2022.3210049},
  eprint = {2004.11856},
  archivePrefix = {arXiv},
  url = {https://ieeexplore.ieee.org/document/9904296/}
}

@inproceedings{DBLP:conf/wimob/GuichemerreCTCC23,
  author = {Alexis Guichemerre and Stéphane Coulombe and Anthony Trioux and François-Xavier Coudoux and Patrick Corlay},
  title = {{Deep learning assisted quality ranking for list decoding of videos subject to transmission errors}},
  year = {2023},
  booktitle = {19th International Conference on Wireless and Mobile Computing, Networking and Communication,, WiMob 2023, Montreal, QC, Canada, June 21-23, 2023},
  pages = {135--142},
  doi = {10.1109/WIMOB58348.2023.10187827},
  url = {https://ieeexplore.ieee.org/document/10187827/}
}

@article{DBLP:journals/tits/TuBAGPK23,
  author = {Lam-Thanh Tu and Abbas Bradai and Olfa Ben Ahmed and Sahil Garg and Yannis Pousset and Georges Kaddoum},
  title = {{Energy Efficiency Optimization in LoRa Networks - A Deep Learning Approach}},
  year = {2023},
  journal = {IEEE Trans. Intell. Transp. Syst.},
  volume = {24},
  number = {12},
  pages = {15435--15447},
  doi = {10.1109/TITS.2022.3183073},
  url = {https://ieeexplore.ieee.org/document/9802526/}
}

@inproceedings{DBLP:conf/chi/RismaniSSJKMR23,
  author = {Shalaleh Rismani and Renee Shelby and Andrew Smart and Edgar W. Jatho III and Joshua A. Kroll and AJung Moon and Negar Rostamzadeh},
  title = {{From Plane Crashes to Algorithmic Harm: Applicability of Safety Engineering Frameworks for Responsible ML}},
  year = {2023},
  booktitle = {Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, CHI 2023, Hamburg, Germany, April 23-28, 2023},
  pages = {2:1--2:18},
  doi = {10.1145/3544548.3581407},
  eprint = {2210.03535},
  archivePrefix = {arXiv},
  url = {https://dl.acm.org/doi/10.1145/3544548.3581407}
}

@inproceedings{DBLP:conf/pkdd/GranesePRMP22,
  author = {Federica Granese and Marine Picot and Marco Romanelli and Francesco Messina and Pablo Piantanida},
  title = {{MEAD: A Multi-Armed Approach for Evaluation of Adversarial Examples Detectors}},
  year = {2023},
  booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part III},
  pages = {286--303},
  doi = {10.1007/978-3-031-26409-2_18},
  eprint = {2206.15415},
  archivePrefix = {arXiv},
  url = {https://link.springer.com/10.1007/978-3-031-26409-2_18}
}

@inproceedings{DBLP:conf/ictcs/GorlaJGPP23,
  author = {Daniele Gorla and Louis Jalouzot and Federica Granese and Catuscia Palamidessi and Pablo Piantanida},
  title = {{On the (Im)Possibility of Estimating Various Notions of Differential Privacy (short paper)}},
  year = {2023},
  booktitle = {Proceedings of the 24th Italian Conference on Theoretical Computer Science, Palermo, Italy, September 13-15, 2023},
  pages = {219--224},
  url = {https://ceur-ws.org/Vol-3587/8823.pdf}
}

@inproceedings{DBLP:conf/cvpr/BoudiafBTTPHA23,
  author = {Malik Boudiaf and Etienne Bennequin and Myriam Tami and Antoine Toubhans and Pablo Piantanida and Céline Hudelot and Ismail Ben Ayed},
  title = {{Open-Set Likelihood Maximization for Few-Shot Learning}},
  year = {2023},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, Vancouver, BC, Canada, June 17-24, 2023},
  pages = {24007--24016},
  doi = {10.1109/CVPR52729.2023.02299},
  eprint = {2301.08390},
  archivePrefix = {arXiv},
  url = {https://ieeexplore.ieee.org/document/10204877/}
}

@inproceedings{DBLP:conf/acl/GuerreiroCPM23,
  author = {Nuno Miguel Guerreiro and Pierre Colombo and Pablo Piantanida and André F. T. Martins},
  title = {{Optimal Transport for Unsupervised Hallucination Detection in Neural Machine Translation}},
  year = {2023},
  booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, July 9-14, 2023},
  pages = {13766--13784},
  doi = {10.18653/V1/2023.ACL-LONG.770},
  eprint = {2212.09631},
  archivePrefix = {arXiv},
  url = {https://aclanthology.org/2023.acl-long.770}
}

@misc{DBLP:journals/corr/abs-2312-06920,
  author = {Issam Serraoui and Eric Granger and Abdenour Hadid and Abdelmalik Taleb-Ahmed},
  title = {{Pain Analysis using Adaptive Hierarchical Spatiotemporal Dynamic Imaging}},
  year = {2023},
  doi = {10.48550/ARXIV.2312.06920},
  eprint = {2312.06920},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2312.06920}
}

@inproceedings{DBLP:conf/cvpr/RonyPA23,
  author = {Jérôme Rony and Jean-Christophe Pesquet and Ismail Ben Ayed},
  title = {{Proximal Splitting Adversarial Attack for Semantic Segmentation}},
  year = {2023},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, Vancouver, BC, Canada, June 17-24, 2023},
  pages = {20524--20533},
  doi = {10.1109/CVPR52729.2023.01966},
  eprint = {2206.07179},
  archivePrefix = {arXiv},
  url = {https://ieeexplore.ieee.org/document/10204321/}
}

@inproceedings{DBLP:conf/emnlp/DarrinPC23,
  author = {Maxime Darrin and Pablo Piantanida and Pierre Colombo},
  title = {{RainProof: An Umbrella to Shield Text Generator from Out-Of-Distribution Data}},
  year = {2023},
  booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6-10, 2023},
  pages = {5831--5857},
  doi = {10.18653/V1/2023.EMNLP-MAIN.357},
  eprint = {2212.09171},
  archivePrefix = {arXiv},
  url = {https://aclanthology.org/2023.emnlp-main.357}
}

@inproceedings{DBLP:conf/aies/ShelbyRHMRNYGSG23,
  author = {Renee Shelby and Shalaleh Rismani and Kathryn Henne and AJung Moon and Negar Rostamzadeh and Paul Nicholas and N'Mah Yilla-Akbari and Jess Gallegos and Andrew Smart and Emilio García and Gurleen Virk},
  title = {{Sociotechnical Harms of Algorithmic Systems: Scoping a Taxonomy for Harm Reduction}},
  year = {2023},
  booktitle = {Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, AIES 2023, Montréal, QC, Canada, August 8-10, 2023},
  pages = {723--741},
  doi = {10.1145/3600211.3604673},
  eprint = {2210.05791},
  archivePrefix = {arXiv},
  url = {https://dl.acm.org/doi/10.1145/3600211.3604673}
}

@inproceedings{DBLP:conf/ijcnlp/ColomboPNWP23,
  author = {Pierre Colombo and Maxime Peyrard and Nathan Noiry and Robert West and Pablo Piantanida},
  title = {{The Glass Ceiling of Automatic Evaluation in Natural Language Generation}},
  year = {2023},
  booktitle = {Findings of the Association for Computational Linguistics: IJCNLP-AACL 2023 - Findings, Nusa Dua, Bali, November 1-4, 2023},
  pages = {178--183},
  doi = {10.18653/V1/2023.FINDINGS-IJCNLP.16},
  eprint = {2208.14585},
  archivePrefix = {arXiv},
  url = {https://aclanthology.org/2023.findings-ijcnlp.16}
}

@article{DBLP:journals/ml/VeraVP23,
  author = {Matías Vera and Leonardo Rey Vega and Pablo Piantanida},
  title = {{The role of mutual information in variational classifiers}},
  year = {2023},
  journal = {Mach. Learn.},
  volume = {112},
  number = {9},
  pages = {3105--3150},
  doi = {10.1007/S10994-023-06337-6},
  eprint = {2010.11642},
  archivePrefix = {arXiv},
  url = {https://link.springer.com/10.1007/s10994-023-06337-6}
}

@inproceedings{DBLP:conf/emnlp/ColomboPNSP23,
  author = {Pierre Colombo and Marine Picot and Nathan Noiry and Guillaume Staerman and Pablo Piantanida},
  title = {{Toward Stronger Textual Attack Detectors}},
  year = {2023},
  booktitle = {Findings of the Association for Computational Linguistics: EMNLP 2023, Singapore, December 6-10, 2023},
  pages = {484--505},
  doi = {10.18653/V1/2023.FINDINGS-EMNLP.35},
  eprint = {2310.14001},
  archivePrefix = {arXiv},
  url = {https://aclanthology.org/2023.findings-emnlp.35}
}

@inproceedings{DBLP:conf/emnlp/ColomboPBTSAP23,
  author = {Pierre Colombo and Victor Pellegrain and Malik Boudiaf and Myriam Tami and Victor Storchan and Ismail Ben Ayed and Pablo Piantanida},
  title = {{Transductive Learning for Textual Few-Shot Classification in API-based Embedding Models}},
  year = {2023},
  booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6-10, 2023},
  pages = {4214--4231},
  doi = {10.18653/V1/2023.EMNLP-MAIN.257},
  eprint = {2310.13998},
  archivePrefix = {arXiv},
  url = {https://aclanthology.org/2023.emnlp-main.257}
}

@inproceedings{DBLP:conf/wacv/XuSGNGY23,
  author = {Yifan Xu and Pourya Shamsolmoali and Eric Granger and Claire Nicodeme and Laurent Gardes and Jie Yang},
  title = {{TransVLAD: Multi-Scale Attention-Based Global Descriptors for Visual Geo-Localization}},
  year = {2023},
  booktitle = {IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2023, Waikoloa, HI, USA, January 2-7, 2023},
  pages = {2839--2848},
  doi = {10.1109/WACV56688.2023.00286},
  url = {https://ieeexplore.ieee.org/document/10030454/}
}

@misc{DBLP:journals/corr/abs-2302-01790,
  author = {Annika Reinke and Minu Tizabi and Michael Baumgartner and Matthias Eisenmann and Doreen Heckmann-Nötzel and A. Emre Kavur and Tim Rädsch and Carole H. Sudre and Laura Ación and Michela Antonelli and Tal Arbel and Spyridon Bakas and Arriel Benis and Matthew B. Blaschko and Florian Büttner and M. Jorge Cardoso and Veronika Cheplygina and Jianxu Chen and Evangelia Christodoulou and Beth A. Cimini and Gary S. Collins and Keyvan Farahani and Luciana Ferrer and Adrian Galdran and Bram van Ginneken and Ben Glocker and Patrick Godau and Robert Haase and Daniel A. Hashimoto and Michael M. Hoffman and Merel Huisman and Fabian Isensee and Pierre Jannin and Charles E. Kahn and Dagmar Kainmueller and Bernhard Kainz and Alexandros Karargyris and Alan Karthikesalingam and Hannes Kenngott and Jens Kleesiek and Florian Kofler and Thijs Kooi and Annette Kopp-Schneider and Michal Kozubek and Anna Kreshuk and Tahsin M. Kurç and Bennett A. Landman and Geert Litjens and Amin Madani and Klaus H. Maier-Hein and Anne L. Martel and Peter Mattson and Erik Meijering and Bjoern H. Menze and Karel G. M. Moons and Henning Müller and Brennan Nichyporuk and Felix Nickel and Jens Petersen and Susanne M. Rafelski and Nasir M. Rajpoot and Mauricio Reyes and Michael A. Riegler and Nicola Rieke and Julio Saez-Rodriguez and Clara I. Sánchez and Shravya Shetty and Maarten van Smeden and Ronald M. Summers and Abdel A. Taha and Aleksei Tiulpin and Sotirios A. Tsaftaris and Ben Van Calster and Gaël Varoquaux and Manuel Wiesenfarth and Ziv R. Yaniv and Paul F. Jäger and Lena Maier-Hein},
  title = {{Understanding metric-related pitfalls in image analysis validation}},
  year = {2023},
  doi = {10.48550/ARXIV.2302.01790},
  eprint = {2302.01790},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2302.01790}
}

@inproceedings{DBLP:conf/icassp/EspinosaSP22,
  author = {Sebastian Espinosa and Jorge F. Silva and Pablo Piantanida},
  title = {{A Data-Driven Quantization Design for Distributed Testing Against Independence with Communication Constraints}},
  year = {2022},
  booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2022, Virtual and Singapore, 23-27 May 2022},
  pages = {5238--5242},
  doi = {10.1109/ICASSP43922.2022.9746197},
  url = {https://ieeexplore.ieee.org/document/9746197/}
}

@inproceedings{DBLP:conf/icml/PichlerCBKP22,
  author = {Georg Pichler and Pierre Jean A. Colombo and Malik Boudiaf and Günther Koliander and Pablo Piantanida},
  title = {{A Differential Entropy Estimator for Training Neural Networks}},
  year = {2022},
  booktitle = {International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA},
  pages = {17691--17715},
  eprint = {2202.06618},
  archivePrefix = {arXiv},
  url = {https://proceedings.mlr.press/v162/pichler22a.html}
}

@misc{DBLP:journals/corr/abs-2211-13527,
  author = {Pierre Colombo and Eduardo Dadalto Câmara Gomes and Guillaume Staerman and Nathan Noiry and Pablo Piantanida},
  title = {{Beyond Mahalanobis-Based Scores for Textual OOD Detection}},
  year = {2022},
  doi = {10.48550/ARXIV.2211.13527},
  eprint = {2211.13527},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2211.13527}
}

@inproceedings{DBLP:conf/nips/ColomboGSNP22,
  author = {Pierre Colombo and Eduardo Dadalto Câmara Gomes and Guillaume Staerman and Nathan Noiry and Pablo Piantanida},
  title = {{Beyond Mahalanobis Distance for Textual OOD Detection}},
  year = {2022},
  booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022},
  url = {https://papers.nips.cc/paper_files/paper/2022/hash/70fa5df8e3300dc30bf19bee44a56155-Abstract-Conference.html}
}

@article{DBLP:journals/tit/WanTJP22,
  author = {Kai Wan and Daniela Tuninetti and Mingyue Ji and Pablo Piantanida},
  title = {{Combination Networks With End-User-Caches: Novel Achievable and Converse Bounds Under Uncoded Cache Placement}},
  year = {2022},
  journal = {IEEE Trans. Inf. Theory},
  volume = {68},
  number = {2},
  pages = {806--827},
  doi = {10.1109/TIT.2021.3127905},
  eprint = {1701.06884},
  archivePrefix = {arXiv},
  url = {https://ieeexplore.ieee.org/document/9614152/}
}

@article{DBLP:journals/access/BoussardCCC22,
  author = {Vivien Boussard and Stéphane Coulombe and François-Xavier Coudoux and Patrick Corlay},
  title = {{CRC-Based Correction of Multiple Errors Using an Optimized Lookup Table}},
  year = {2022},
  journal = {IEEE Access},
  volume = {10},
  pages = {23931--23947},
  doi = {10.1109/ACCESS.2022.3155457},
  url = {https://ieeexplore.ieee.org/document/9723068/}
}

@inproceedings{DBLP:conf/igarss/ShamsolmoaliZ0G22,
  author = {Pourya Shamsolmoali and Masoumeh Zareapoor and Jie Yang and Eric Granger and Jocelyn Chanussot},
  title = {{Enhanced Single-Shot Detector for Small Object Detection in Remote Sensing Images}},
  year = {2022},
  booktitle = {IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2022, Kuala Lumpur, Malaysia, July 17-22, 2022},
  pages = {1716--1719},
  doi = {10.1109/IGARSS46834.2022.9884546},
  eprint = {2205.05927},
  archivePrefix = {arXiv},
  url = {https://ieeexplore.ieee.org/document/9884546/}
}

@inproceedings{DBLP:conf/iclr/GomesADP22,
  author = {Eduardo Dadalto Câmara Gomes and Florence Alberge and Pierre Duhamel and Pablo Piantanida},
  title = {{Igeood: An Information Geometry Approach to Out-of-Distribution Detection}},
  year = {2022},
  booktitle = {The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25-29, 2022},
  eprint = {2203.07798},
  archivePrefix = {arXiv},
  url = {https://openreview.net/forum?id=mfwdY3U_9ea}
}

@inproceedings{DBLP:conf/aaai/ColomboCP22,
  author = {Pierre Jean A. Colombo and Chloé Clavel and Pablo Piantanida},
  title = {{InfoLM: A New Metric to Evaluate Summarization \& Data2Text Generation}},
  year = {2022},
  booktitle = {Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, IAAI 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, EAAI 2022 Virtual Event, February 22 - March 1, 2022},
  pages = {10554--10562},
  doi = {10.1609/AAAI.V36I10.21299},
  eprint = {2112.01589},
  archivePrefix = {arXiv},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/21299}
}

@inproceedings{DBLP:conf/acl/ColomboSNP22,
  author = {Pierre Colombo and Guillaume Staerman and Nathan Noiry and Pablo Piantanida},
  title = {{Learning Disentangled Textual Representations via Statistical Measures of Similarity}},
  year = {2022},
  booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2022, Dublin, Ireland, May 22-27, 2022},
  pages = {2614--2630},
  doi = {10.18653/V1/2022.ACL-LONG.187},
  eprint = {2205.03589},
  archivePrefix = {arXiv},
  url = {https://aclanthology.org/2022.acl-long.187}
}

@inproceedings{DBLP:conf/iclr/BardeKNMPO22,
  author = {Paul Barde and Tristan Karch and Derek Nowrouzezahrai and Clément Moulin-Frier and Christopher Pal and Pierre-Yves Oudeyer},
  title = {{Learning to Guide and to be Guided in the Architect-Builder Problem}},
  year = {2022},
  booktitle = {The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25-29, 2022},
  url = {https://openreview.net/forum?id=swiyAeGzFhQ}
}

@inproceedings{DBLP:conf/cvpr/GrossoJPPP22,
  author = {Ganesh Del Grosso and Hamid Jalalzai and Georg Pichler and Catuscia Palamidessi and Pablo Piantanida},
  title = {{Leveraging Adversarial Examples to Quantify Membership Information Leakage}},
  year = {2022},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022, New Orleans, LA, USA, June 18-24, 2022},
  pages = {10389--10399},
  doi = {10.1109/CVPR52688.2022.01015},
  eprint = {2203.09566},
  archivePrefix = {arXiv},
  url = {https://ieeexplore.ieee.org/document/9880345/}
}

@misc{DBLP:journals/corr/abs-2206-01653,
  author = {Lena Maier-Hein and Annika Reinke and Evangelia Christodoulou and Ben Glocker and Patrick Godau and Fabian Isensee and Jens Kleesiek and Michal Kozubek and Mauricio Reyes and Michael A. Riegler and Manuel Wiesenfarth and Michael Baumgartner and Matthias Eisenmann and Doreen Heckmann-Nötzel and A. Emre Kavur and Tim Rädsch and Minu Dietlinde Tizabi and Laura Ación and Michela Antonelli and Tal Arbel and Spyridon Bakas and Peter Bankhead and Arriel Benis and M. Jorge Cardoso and Veronika Cheplygina and Beth A. Cimini and Gary S. Collins and Keyvan Farahani and Bram van Ginneken and Daniel A. Hashimoto and Michael M. Hoffman and Merel Huisman and Pierre Jannin and Charles E. Kahn and Alexandros Karargyris and Alan Karthikesalingam and Hannes Kenngott and Annette Kopp-Schneider and Anna Kreshuk and Tahsin M. Kurç and Bennett A. Landman and Geert Litjens and Amin Madani and Klaus H. Maier-Hein and Anne L. Martel and Peter Mattson and Erik Meijering and Bjoern H. Menze and David Moher and Karel G. M. Moons and Henning Müller and Felix Nickel and Brennan Nichyporuk and Jens Petersen and Nasir M. Rajpoot and Nicola Rieke and Julio Saez-Rodriguez and Clarisa Sánchez Gutiérrez and Shravya Shetty and Maarten van Smeden and Carole H. Sudre and Ronald M. Summers and Abdel A. Taha and Sotirios A. Tsaftaris and Ben Van Calster and Gaël Varoquaux and Paul F. Jäger},
  title = {{Metrics reloaded: Pitfalls and recommendations for image analysis validation}},
  year = {2022},
  doi = {10.48550/ARXIV.2206.01653},
  eprint = {2206.01653},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2206.01653}
}

@misc{DBLP:journals/corr/abs-2206-09236,
  author = {Malik Boudiaf and Etienne Bennequin and Myriam Tami and Céline Hudelot and Antoine Toubhans and Pablo Piantanida and Ismail Ben Ayed},
  title = {{Model-Agnostic Few-Shot Open-Set Recognition}},
  year = {2022},
  doi = {10.48550/ARXIV.2206.09236},
  eprint = {2206.09236},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2206.09236}
}

@inproceedings{DBLP:conf/aaai/PinzonPPV22,
  author = {Carlos Pinzón and Catuscia Palamidessi and Pablo Piantanida and Frank Valencia},
  title = {{On the Impossibility of Non-trivial Accuracy in Presence of Fairness Constraints}},
  year = {2022},
  booktitle = {Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, IAAI 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, EAAI 2022 Virtual Event, February 22 - March 1, 2022},
  pages = {7993--8000},
  doi = {10.1609/AAAI.V36I7.20770},
  eprint = {2107.06944},
  archivePrefix = {arXiv},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/20770}
}

@inproceedings{DBLP:conf/miccai/WaerebekeLD22,
  author = {Martin Van Waerebeke and Gregory A. Lodygensky and Jose Dolz},
  title = {{On the Pitfalls of Entropy-Based Uncertainty for Multi-class Semi-supervised Segmentation}},
  year = {2022},
  booktitle = {Uncertainty for Safe Utilization of Machine Learning in Medical Imaging - 4th International Workshop, UNSURE 2022, Held in Conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings},
  pages = {36--46},
  doi = {10.1007/978-3-031-16749-2_4},
  eprint = {2203.03587},
  archivePrefix = {arXiv},
  url = {https://link.springer.com/10.1007/978-3-031-16749-2_4}
}

@article{DBLP:journals/iotj/ShateriMPL22,
  author = {Mohammadhadi Shateri and Francisco Messina and Pablo Piantanida and Fabrice Labeau},
  title = {{Privacy-Cost Management in Smart Meters With Mutual-Information-Based Reinforcement Learning}},
  year = {2022},
  journal = {IEEE Internet Things J.},
  volume = {9},
  number = {22},
  pages = {22389--22398},
  doi = {10.1109/JIOT.2021.3128488},
  eprint = {2006.06106},
  archivePrefix = {arXiv},
  url = {https://ieeexplore.ieee.org/document/9615382/}
}

@misc{DBLP:journals/corr/abs-2204-11181,
  author = {Olivier Veilleux and Malik Boudiaf and Pablo Piantanida and Ismail Ben Ayed},
  title = {{Realistic Evaluation of Transductive Few-Shot Learning}},
  year = {2022},
  doi = {10.48550/ARXIV.2204.11181},
  eprint = {2204.11181},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2204.11181}
}

@inproceedings{DBLP:conf/isgt/PicotMLP22,
  author = {Marine Picot and Francisco Javier Messina and Fabrice Labeau and Pablo Piantanida},
  title = {{Robust Autoencoder-based State Estimation in Power Systems}},
  year = {2022},
  booktitle = {2022 IEEE Power \& Energy Society Innovative Smart Grid Technologies Conference, ISGT 2022, New Orleans, LA, USA, April 24-28, 2022},
  pages = {1--5},
  doi = {10.1109/ISGT50606.2022.9817514},
  url = {https://ieeexplore.ieee.org/document/9817514/}
}

@misc{DBLP:journals/corr/abs-2201-13398,
  author = {Segolene Brivet and Faicel Chamroukhi and Mark Coates and Reza Forghani and Peter Savadjiev},
  title = {{Spectral image clustering on dual-energy CT scans using functional regression mixtures}},
  year = {2022},
  doi = {10.48550/ARXIV.2201.13398},
  eprint = {2201.13398},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2201.13398}
}

@inproceedings{DBLP:conf/nips/MartinBCPA22,
  author = {Ségolène Martin and Malik Boudiaf and Emilie Chouzenoux and Jean-Christophe Pesquet and Ismail Ben Ayed},
  title = {{Towards Practical Few-shot Query Sets: Transductive Minimum Description Length Inference}},
  year = {2022},
  booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans, LA, USA, November 28 - December 9, 2022},
  eprint = {2210.14545},
  archivePrefix = {arXiv},
  url = {https://papers.nips.cc/paper_files/paper/2022/hash/dff528ce3e1390c88f10bbf5e722a241-Abstract-Conference.html}
}