• 
  Julien Zhou, Pierre Gaillard, Thibaud Rahier, Houssam Zenati, Julyan Arbel. Covariance-Adaptive Least-Squares Algorithm for Stochastic Combinatorial Semi-Bandits. 2024. ⟨hal-04470568⟩
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  Camila Fernandez, Pierre Gaillard, Joseph de Vilmarest, Olivier Wintenberger. Online Learning Approach for Survival Analysis. 2024. ⟨hal-04418099⟩
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  Maxime Oquab, Timothée Darcet, Théo Moutakanni, Huy Vo, Marc Szafraniec, et al.. DINOv2: Learning Robust Visual Features without Supervision. 2024. ⟨hal-04376640v2⟩
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  Sylvain Chatillon, Arthur Waguet, Vincent Brulon, Ekaterina Iakovleva, Jean-Luc Gennisson. Aberration correction in transcranial ultrasonic imaging using CT data and simulation-based focusing algorithms. Journal of the Acoustical Society of America, 148 (4 (supp.)), pp.2485, 2020, ⟨10.1121/1.5146888⟩. ⟨hal-03096285⟩
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  Behnood Rasti, Alexandre Zouaoui, Julien Mairal, Jocelyn Chanussot. Fast Semi-supervised Unmixing using Non-convex Optimization. 2024. ⟨hal-04409409⟩
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  Timothée Darcet, Maxime Oquab, Julien Mairal, Piotr Bojanowski. Vision Transformers Need Registers. Inria; Meta AI. 2023, pp.1-16. ⟨hal-04394066⟩
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  Alexandre Zouaoui, Gedeon Muhawenayo, Behnood Rasti, Jocelyn Chanussot, Julien Mairal. Entropic Descent Archetypal Analysis for Blind Hyperspectral Unmixing. IEEE Transactions on Image Processing, 2023, 32, pp.4649 - 4663. ⟨10.1109/TIP.2023.3301769⟩. ⟨hal-03788427v2⟩
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  Romain Menegaux, Emmanuel Jehanno, Margot Selosse, Julien Mairal. Self-Attention in Colors: Another Take on Encoding Graph Structure in Transformers. Transactions on Machine Learning Research Journal, 2023. ⟨hal-04105101v2⟩
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  Tariq Berrada, Jakob Verbeek, Camille Couprie, Karteek Alahari. Unlocking Pre-trained Image Backbones for Semantic Image Synthesis. 2023. ⟨hal-04381466v1⟩
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  Gaspard Beugnot, Julien Mairal, Alessandro Rudi. GloptiNets: Scalable Non-Convex Optimization with Certificates. NeurIPS 2023 - 37th Conference on Neural Information Processing Systems, Dec 2023, New Orleans, United States. pp.1-21. ⟨hal-04138843v2⟩
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  Hadrien Hendrikx, Paul Mangold, Aurélien Bellet. The Relative Gaussian Mechanism and its Application to Private Gradient Descent. 2023. ⟨hal-04370596⟩
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  Michael Arbel, Romain Ménégaux, Pierre Wolinski. Rethinking Gauss-Newton for learning over-parameterized models. NeurIPS 2023 - Thirty-seventh Conference on Neural Information Processing Systems, Dec 2023, La Nouvelle-Orléans, United States. pp.1-24. ⟨hal-04362139⟩
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  Tariq Berrada, Camille Couprie, Karteek Alahari, Jakob Verbeek. Guided Distillation for Semi-Supervised Instance Segmentation. WACV 2024 - IEEE/CVF Winter Conference on Applications of Computer Vision, Jan 2024, Waikola, Hawaii, United States. pp.1-11. ⟨hal-04341872⟩
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  Bruno Lecouat, Yann Dubois de Mont-Marin, Théo Bodrito, Julien Mairal, Jean Ponce. Fine Dense Alignment of Image Bursts through Camera Pose and Depth Estimation. 2023. ⟨hal-04337706⟩
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  Bianca Marin Moreno, Margaux Brégère, Pierre Gaillard, Nadia Oudjane. Efficient Model-Based Concave Utility Reinforcement Learning through Greedy Mirror Descent. 2023. ⟨hal-04302000⟩
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  Lina Mezghani. Learning goal-oriented agents with limited supervision. Artificial Intelligence [cs.AI]. Université Grenoble Alpes [2020-..], 2023. English. ⟨NNT : 2023GRALM032⟩. ⟨tel-04266339⟩
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  Hubert Leterme. A Complex Wavelet Approach for Shift-Invariant Convolutional Neural Networks. Other [cs.OH]. Université Grenoble Alpes [2020-..], 2023. English. ⟨NNT : 2023GRALM030⟩. ⟨tel-04262423⟩
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  Hubert Leterme, Kévin Polisano, Valérie Perrier, Karteek Alahari. On the Shift Invariance of Max Pooling Feature Maps in Convolutional Neural Networks. 2023. ⟨hal-03779434v2⟩
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  Mert Bülent Sariyildiz. On the evaluation and generalization of visual representations. Artificial Intelligence [cs.AI]. Université Grenoble Alpes [2020-..], 2023. English. ⟨NNT : 2023GRALM026⟩. ⟨tel-04246476⟩
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  Olivier Flasseur, Théo Bodrito, Julien Mairal, Jean Ponce, Maud Langlois, et al.. deep PACO: Combining statistical models with deep learning for exoplanet detection and characterization in direct imaging at high contrast. 2023. ⟨hal-04106501v2⟩

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