• 
  Olivier Flasseur, Théo Bodrito, Julien Mairal, Jean Ponce, M. Langlois, et al.. From statistical learning to deep learning for improved modeling of the nuisance component in high-contrast imaging. Exosystems IV 2024, Jan 2024, Lyon, France. ⟨hal-04792219⟩
• 
  Minttu Alakuijala. Self-taught robots : autonomous and weakly-supervised learning for robotic manipulation. Informatique [cs]. Université Paris sciences et lettres, 2022. Français. ⟨NNT : 2022UPSLE080⟩. ⟨tel-04781080v3⟩
• 
  Florian Blume, Runfeng Qu, Pia Bideau, Martin Maier, Rasha Abdel Rahman, et al.. How Do You Perceive My Face? Recognizing Facial Expressions in Multi-Modal Context by Modeling Mental Representations. GCPR 2024 - German Conference on Pattern Recognition, Sep 2024, Munich, Germany. pp.1-28. ⟨hal-04778736⟩
• 
  Xuemei Zhao, Danfeng Hong, Lianru Gao, Bing Zhang, Jocelyn Chanussot. Transferable Deep Learning from Time Series of Landsat Data for National Land-Cover Mapping with Noisy Labels: A Case Study of China. Remote Sensing, 2021, 13 (21), pp.1-20. ⟨10.3390/rs13214194⟩. ⟨hal-03429705⟩
• 
  Julien Zhou, Pierre Gaillard, Thibaud Rahier, Houssam Zenati, Julyan Arbel. Towards Efficient and Optimal Covariance-Adaptive Algorithms for Combinatorial Semi-Bandits. 2024. ⟨hal-04470568v3⟩
• 
  Colin Prieur, Antony Laybros, Giovanni Frati, Daniel Schläpfer, Jocelyn Chanussot, et al.. Investigating Abiotic Sources of Spectral Variability From Multitemporal Hyperspectral Airborne Acquisitions Over the French Guyana Canopy. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024, 17, pp.18751 - 18768. ⟨10.1109/jstars.2024.3475050⟩. ⟨hal-04772939⟩
• 
  Julien Zhou, Pierre Gaillard, Thibaud Rahier, Julyan Arbel. Logarithmic Regret for Unconstrained Submodular Maximization Stochastic Bandit. 2024. ⟨hal-04729023⟩
• 
  Alexandre Zouaoui. Sparse and Archetypal Decomposition Algorithms for Hyperspectral Image Restoration and Spectral Unmixing. Machine Learning [cs.LG]. Université Grenoble Alpes [2020-..], 2024. English. ⟨NNT : 2024GRALM008⟩. ⟨tel-04723593v2⟩
• 
  Antoine Bralet, Trong Nghia Ngo, Emmanuel Trouvé, Jocelyn Chanussot, Abdourrahmane Atto. DEM-assisted neural network for SAR-to-optical image translation. IGARSS 2024 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2024, Athens, Greece. pp.7649-7652, ⟨10.1109/IGARSS53475.2024.10641788⟩. ⟨hal-04720021⟩
• 
  Paul Liautaud, Pierre Gaillard, Olivier Wintenberger. Minimax Adaptive Boosting for Online Nonparametric Regression. 2024. ⟨hal-04719933⟩
• 
  Behnood Rasti, Alexandre Zouaoui, Julien Mairal, Jocelyn Chanussot. Fast Semisupervised Unmixing Using Nonconvex Optimization. IEEE Transactions on Geoscience and Remote Sensing, 2024, 62, pp.5526713:1-13. ⟨10.1109/TGRS.2024.3440663⟩. ⟨hal-04409409v2⟩
• 
  Jules Bourcier, Gohar Dashyan, Karteek Alahari, Jocelyn Chanussot. Learning Representations of Satellite Images From Metadata Supervision. ECCV 2024 - 18th European Conference on Computer Vision, European Computer Vision Association, Oct 2024, Milano, Italy. pp.1-30. ⟨hal-04709749⟩
• 
  Théo Bodrito, Olivier Flasseur, Julien Mairal, Jean Ponce, Maud Langlois, et al.. MODEL&CO: Exoplanet detection in angular differential imaging by learning across multiple observations. Monthly Notices of the Royal Astronomical Society, 2024, 534 (2), pp.1569-1596. ⟨10.1093/mnras/stae2174⟩. ⟨hal-04696098⟩
• 
  Jie Wei, Yang Xu, Wanting Cai, Zebin Wu, Jocelyn Chanussot, et al.. A Two-Stream Multiscale Deep Learning Architecture for Pan-Sharpening. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020, 13, pp.5455-5465. ⟨10.1109/JSTARS.2020.3021074⟩. ⟨hal-03142167⟩
• 
  Alexander Pashevich, Cordelia Schmid, Chen Sun. Episodic Transformer for Vision-and-Language Navigation. ICCV 2021 - International Conference on Computer Vision, Oct 2021, Virtual, United States. pp.1-18, ⟨10.1109/ICCV48922.2021.01564⟩. ⟨hal-03371803⟩
• 
  Gaspard Beugnot, Julien Mairal, Alessandro Rudi. Beyond Tikhonov: Faster Learning with Self-Concordant Losses via Iterative Regularization. NeurIPS 2021 – 35th Annual Conference on Neural Information Processing Systems, Dec 2021, Virtual, France. pp.28196-28207, ⟨10.5555/3540261.3542421⟩. ⟨hal-03406072⟩
• 
  Félix Miranda-Villatoro, Fernando Castanos, Bernard Brogliato. When proximal-point algorithms meet set-valued systems. An Optimization point of view of discrete-time sliding modes. 2024. ⟨hal-04626631v2⟩
• 
  Pierre Boudart, Alessandro Rudi, Pierre Gaillard. Structured Prediction in Online Learning. 2024. ⟨hal-04614901⟩
• 
  Hubert Leterme, Kévin Polisano, Valérie Perrier, Karteek Alahari. From CNNs to Shift-Invariant Twin Models Based on Complex Wavelets. EUSIPCO 2024 - 32th European Signal Processing Conference, Aug 2024, Lyon, France. ⟨hal-03880520v3⟩
• 
  Bianca Marin Moreno, Margaux Brégère, Pierre Gaillard, Nadia Oudjane. MetaCURL: Non-stationary Concave Utility Reinforcement Learning. 2024. ⟨hal-04591366⟩

272

59