| 2025 | ICCV | ViLU: Learning Vision-Language Uncertainties for Failure Prediction. | Marc Lafon, Yannis Karmim, Julio Silva-Rodrguez, Paul Couairon, Clment Rambour, Raphal Fournier-S'niehotta, Ismail Ben Ayed, Jose Dolz, Nicolas Thome |
| 2025 | ICCV | DIP: Unsupervised Dense In-Context Post-Training of Visual Representations. | Sophia Sirko-Galouchenko, Spyros Gidaris, Antonn Vobeck, Andrei Bursuc, Nicolas Thome |
| 2025 | IROS | RT-HCP: Dealing with Inference Delays and Sample Efficiency to Learn Directly on Robotic Platforms. | Zakariae El Asri, Ibrahim Laiche, Clment Rambour, Olivier Sigaud, Nicolas Thome |
| 2025 | NAACL | Reinforcement Learning for Aligning Large Language Models Agents with Interactive Environments: Quantifying and Mitigating Prompt Overfitting. | Mohamed Salim Aissi, Clment Romac, Thomas Carta, Sylvain Lamprier, Pierre-Yves Oudeyer, Olivier Sigaud, Laure Soulier, Nicolas Thome |
| 2024 | ECCV | GalLoP: Learning Global and Local Prompts for Vision-Language Models. | Marc Lafon, Elias Ramzi, Clment Rambour, Nicolas Audebert, Nicolas Thome |
| 2023 | ICLR | EAGLE: Large-scale Learning of Turbulent Fluid Dynamics with Mesh Transformers. | Steeven Janny, Aurlien Bneteau, Madiha Nadri, Julie Digne, Nicolas Thome, Christian Wolf |
| 2023 | ICML | Hybrid Energy Based Model in the Feature Space for Out-of-Distribution Detection. | Marc Lafon, Elias Ramzi, Clment Rambour, Nicolas Thome |
| 2023 | WACV | Full Contextual Attention for Multi-resolution Transformers in Semantic Segmentation. | Loic Themyr, Clment Rambour, Nicolas Thome, Toby Collins, Alexandre Hostettler |
| 2022 | CVPR | Towards efficient feature sharing in MIMO architectures. | Rmy Sun, Alexandre Ram, Clment Masson, Nicolas Thome, Matthieu Cord |
| 2022 | ECCV | Complementing Brightness Constancy with Deep Networks for Optical Flow Prediction. | Vincent Le Guen, Clment Rambour, Nicolas Thome |
| 2022 | ECCV | Hierarchical Average Precision Training for Pertinent Image Retrieval. | Elias Ramzi, Nicolas Audebert, Nicolas Thome, Clment Rambour, Xavier Bitot |
| 2022 | ICPR | Diverse Probabilistic Trajectory Forecasting with Admissibility Constraints. | Laura Calem, Hedi Ben-Younes, Patrick Prez, Nicolas Thome |
| 2022 | ICPR | Swapping Semantic Contents for Mixing Images. | Rmy Sun, Clment Masson, Gilles Hnaff, Nicolas Thome, Matthieu Cord |
| 2022 | MICCAI | Memory Transformers for Full Context and High-Resolution 3D Medical Segmentation. | Loic Themyr, Clment Rambour, Nicolas Thome, Toby Collins, Alexandre Hostettler |
| 2021 | ICLR | Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting. | Yuan Yin, Vincent Le Guen, Jrmie Don, Emmanuel de Bzenac, Ibrahim Ayed, Nicolas Thome, Patrick Gallinari |
| 2021 | MICCAI | U-Net Transformer: Self and Cross Attention for Medical Image Segmentation. | Olivier Petit, Nicolas Thome, Clment Rambour, Loic Themyr, Toby Collins, Luc Soler |
| 2020 | CVPR | A Deep Physical Model for Solar Irradiance Forecasting with Fisheye Images. | Vincent Le Guen, Nicolas Thome |
| 2020 | CVPR | Disentangling Physical Dynamics From Unknown Factors for Unsupervised Video Prediction. | Vincent Le Guen, Nicolas Thome |
| 2019 | AAAI | BLOCK: Bilinear Superdiagonal Fusion for Visual Question Answering and Visual Relationship Detection. | Hdi Ben-Younes, Rmi Cadne, Nicolas Thome, Matthieu Cord |
| 2019 | CVPR | MUREL: Multimodal Relational Reasoning for Visual Question Answering. | Rmi Cadne, Hdi Ben-Younes, Matthieu Cord, Nicolas Thome |
| 2019 | ICCV | DiscoNet: Shapes Learning on Disconnected Manifolds for 3D Editing. | loi Mehr, Ariane Jourdan, Nicolas Thome, Matthieu Cord, Vincent Guitteny |
| 2018 | CVPR | Manifold Learning in Quotient Spaces. | loi Mehr, Andr Lieutier, Fernando Sanchez Bermudez, Vincent Guitteny, Nicolas Thome, Matthieu Cord |
| 2018 | ECCV | HybridNet: Classification and Reconstruction Cooperation for Semi-supervised Learning. | Thomas Robert, Nicolas Thome, Matthieu Cord |
| 2018 | ICIP | Shade: Information-Based Regularization for Deep Learning. | Michal Blot, Thomas Robert, Nicolas Thome, Matthieu Cord |
| 2018 | MICCAI | Handling Missing Annotations for Semantic Segmentation with Deep ConvNets. | Olivier Petit, Nicolas Thome, Arnaud Charnoz, Alexandre Hostettler, Luc Soler |
| 2018 | SIGIR | Cross-Modal Retrieval in the Cooking Context: Learning Semantic Text-Image Embeddings. | Micael Carvalho, Rmi Cadne, David Picard, Laure Soulier, Nicolas Thome, Matthieu Cord |
| 2017 | BMVC | Deformable Part-based Fully Convolutional Network for Object Detection. | Taylor Mordan, Nicolas Thome, Gilles Hnaff, Matthieu Cord |
| 2017 | CVPR | WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation. | Thibaut Durand, Taylor Mordan, Nicolas Thome, Matthieu Cord |
| 2017 | ICCV | MUTAN: Multimodal Tucker Fusion for Visual Question Answering. | Hdi Ben-Younes, Rmi Cadne, Matthieu Cord, Nicolas Thome |
| 2016 | CVPR | WELDON: Weakly Supervised Learning of Deep Convolutional Neural Networks. | Thibaut Durand, Nicolas Thome, Matthieu Cord |
| 2016 | ICIP | Max-min convolutional neural networks for image classification. | Michal Blot, Matthieu Cord, Nicolas Thome |
| 2016 | ICIP | Deep Neural Networks Under Stress. | Micael Carvalho, Matthieu Cord, Sandra Eliza Fontes de Avila, Nicolas Thome, Eduardo Valle |
| 2016 | ICIP | Gaze latent support vector machine for image classification. | Xin Wang, Nicolas Thome, Matthieu Cord |
| 2015 | CVPR | Absolute geo-localization thanks to Hidden Markov Model and exemplar-based metric learning. | Cdric Le Barz, Nicolas Thome, Matthieu Cord, Stphane Herbin, Martial Sanfourche |
| 2015 | ICCV | MANTRA: Minimum Maximum Latent Structural SVM for Image Classification and Ranking. | Thibaut Durand, Nicolas Thome, Matthieu Cord |
| 2015 | ICIP | Exemplar based metric learning for robust visual localization. | Cdric Le Barz, Nicolas Thome, Matthieu Cord, Stphane Herbin, Martial Sanfourche |
| 2015 | ICIP | LR-CNN for fine-grained classification with varying resolution. | Marion Chevalier, Nicolas Thome, Matthieu Cord, Jrme Fournier, Gilles Hnaff, Elodie Dusch |
| 2014 | CVPR | Fantope Regularization in Metric Learning. | Marc T. Law, Nicolas Thome, Matthieu Cord |
| 2014 | ICIP | Semantic pooling for image categorization using multiple kernel learning. | Thibaut Durand, David Picard, Nicolas Thome, Matthieu Cord |
| 2014 | ICIP | Incremental learning of latent structural SVM for weakly supervised image classification. | Thibaut Durand, Nicolas Thome, Matthieu Cord, David Picard |
| 2013 | CVPR | Dynamic Scene Classification: Learning Motion Descriptors with Slow Features Analysis. | Christian Theriault, Nicolas Thome, Matthieu Cord |
| 2013 | ICCV | Quadruplet-Wise Image Similarity Learning. | Marc T. Law, Nicolas Thome, Matthieu Cord |
| 2013 | ICIP | Image classification using object detectors. | Thibaut Durand, Nicolas Thome, Matthieu Cord, Sandra Eliza Fontes de Avila |
| 2012 | CBMI | Structural and visual similarity learning for Web page archiving. | Marc T. Law, Carlos Sureda Gutierrez, Nicolas Thome, Stphane Ganarski |
| 2012 | DocEng | Structural and visual comparisons for web page archiving. | Marc Teva Law, Nicolas Thome, Stphane Ganarski, Matthieu Cord |
| 2012 | ECCV | Unsupervised and Supervised Visual Codes with Restricted Boltzmann Machines. | Hanlin Goh, Nicolas Thome, Matthieu Cord, Joo-Hwee Lim |
| 2012 | ECCV | Hybrid Pooling Fusion in the BoW Pipeline. | Marc T. Law, Nicolas Thome, Matthieu Cord |
| 2012 | ESANN | Learning geometric combinations of Gaussian kernels with alternating Quasi-Newton algorithm. | David Picard, Nicolas Thome, Matthieu Cord, Alain Rakotomamonjy |
| 2012 | ICIP | Contextual detection of drawn symbols in old maps. | Jonathan Guyomard, Nicolas Thome, Matthieu Cord, Thierry Artires |
| 2012 | ICMLA | Classification of Urban Scenes from Geo-referenced Images in Urban Street-View Context. | Corina Iovan, David Picard, Nicolas Thome, Matthieu Cord |
| 2011 | ICIP | BOSSA: Extended bow formalism for image classification. | Sandra Eliza Fontes de Avila, Nicolas Thome, Matthieu Cord, Eduardo Valle, Arnaldo de Albuquerque Arajo |
| 2011 | ICIP | Learning invariant color features with sparse topographic restricted Boltzmann machines. | Hanlin Goh, Lukasz Kusmierz, Joo-Hwee Lim, Nicolas Thome, Matthieu Cord |
| 2011 | ICIP | Snoopertrack: Text detection and tracking for outdoor videos. | Rodrigo Minetto, Nicolas Thome, Matthieu Cord, Neucimar J. Leite, Jorge Stolfi |
| 2011 | ICIP | Efficient Bag-of-Feature kernel representation for image similarity search. | Frdric Precioso, Matthieu Cord, David Gorisse, Nicolas Thome |
| 2011 | ICIP | HMAX-S: Deep scale representation for biologically inspired image categorization. | Christian Theriault, Nicolas Thome, Matthieu Cord |
| 2011 | MVA | Pedestrian Head Detection and Tracking Using Skeleton Graph for People Counting in Crowded Environments. | Kheir-Eddine Aziz, Djamal Merad, Bernard Fertil, Nicolas Thome |
| 2010 | AVSS | Fast People Counting Using Head Detection From Skeleton Graph. | Djamel Merad, Kheir-Eddine Aziz, Nicolas Thome |
| 2010 | AVSS | Fast People Counting Using Head Detection from Skeleton Graph. | Djamel Merad, Kheir-Eddine Aziz, Nicolas Thome |
| 2010 | ICIP | Snoopertext: A multiresolution system for text detection in complex visual scenes. | Rodrigo Minetto, Nicolas Thome, Matthieu Cord, Jonathan Fabrizio, Beatriz Marcotegui |
| 2010 | ICIP | An efficient system for combining complementary kernels in complex visual categorization tasks. | David Picard, Nicolas Thome, Matthieu Cord |
| 2008 | ICPR | A bottom-up, view-point invariant human detector. | Nicolas Thome, Sebastien Ambellouis |
| 2007 | ISVC | A Combined Statistical-Structural Strategy for Alphanumeric Recognition. | Nicolas Thome, Antoine Vacavant |
| 2006 | AVSS | Human Body Part Labeling and Tracking Using Graph Matching Theory. | Nicolas Thome, Djamel Merad, Serge Miguet |
| 2006 | ICARCV | A HHMM-Based Approach for Robust Fall Detection. | Nicolas Thome, Serge Miguet |
| 2005 | AVSS | A robust appearance model for tracking human motions. | Nicolas Thome, Serge Miguet |