| 2023 | AISTATS | Adaptive Dimension Reduction and Variational Inference for Transductive Few-Shot Classification. | Yuqing Hu, Stphane Pateux, Vincent Gripon |
| 2021 | ICANN | Leveraging the Feature Distribution in Transfer-Based Few-Shot Learning. | Yuqing Hu, Vincent Gripon, Stphane Pateux |
| 2020 | ICPR | Graph-based Interpolation of Feature Vectors for Accurate Few-Shot Classification. | Yuqing Hu, Vincent Gripon, Stphane Pateux |
| 2019 | CVPR | MFAS: Multimodal Fusion Architecture Search. | Juan-Manuel Prez-Ra, Valentin Vielzeuf, Stphane Pateux, Moez Baccouche, Frdric Jurie |
| 2018 | BMVC | CAKE: a Compact and Accurate K-dimensional representation of Emotion. | Corentin Kervadec, Valentin Vielzeuf, Stphane Pateux, Alexis Lechervy, Frdric Jurie |
| 2018 | BMVC | Efficient Progressive Neural Architecture Search. | Juan-Manuel Prez-Ra, Moez Baccouche, Stphane Pateux |
| 2018 | ECCV | CentralNet: A Multilayer Approach for Multimodal Fusion. | Valentin Vielzeuf, Alexis Lechervy, Stphane Pateux, Frdric Jurie |
| 2018 | ICMI | An Occam's Razor View on Learning Audiovisual Emotion Recognition with Small Training Sets. | Valentin Vielzeuf, Corentin Kervadec, Stphane Pateux, Alexis Lechervy, Frdric Jurie |
| 2017 | ICMI | Temporal multimodal fusion for video emotion classification in the wild. | Valentin Vielzeuf, Stphane Pateux, Frdric Jurie |
| 2007 | ICIP | Non-Geometric Energy Formulation for Adaptive Image Compression. | Benjamin Le Guen, Stphane Pateux, Jacques Weiss |
| 2007 | MMSP | Motion-Geometry Compensation for Analysis-Synthesis Video Coder. | Benjamin Le Guen, Stphane Pateux, Jacques Weiss |
| 2006 | ICIP | Optimized Rate-Distortion Extraction with Quality Layers. | Isabelle Amonou, Nathalie Cammas, Sylvain Kervadec, Stphane Pateux |
| 2004 | ICIP | Object-based video coding using a dynamic coding approach. | Marc Chaumont, Stphane Pateux, Henri Nicolas |
| 2004 | VCIP | Scalable texture-based video coding. | Dubhe Chavira-Martnez, Stphane Pateux |
| 2003 | ICIP | Fully scalable object based video coder based on analysis-synthesis scheme. | Marc Chaumont, Nathalie Cammas, Stphane Pateux |
| 2003 | VCIP | Non-rigid object tracking using a likelihood spatio-temporal model. | Dubhe Chavira-Martnez, Stphane Pateux |
| 2002 | ICIP | Segmentation of non-rigid video objects using long term temporal consistency. | Marc Chaumont, Stphane Pateux, Henri Nicolas |
| 2002 | ICIP | Perceptual watermarking of non i.i.d. signals based on wide spread spectrum using side information. | Gatan Le Guelvouit, Stphane Pateux, Christine Guillemot |
| 2001 | ICIP | Embedded multiple description coding for progressive image transmission over unreliable channels. | Thomas Guionnet, Christine Guillemot, Stphane Pateux |
| 2000 | DCC | Bit Rate and Local Quality Control for On-Board Satellite Image Compression. | Delphine Le Guen, Stphane Pateux, Claude Labit, Gilles Moury, Dimitri Lebedeff |
| 2000 | ICIP | Mesh and "Crack Lines": Application to Object-Based Motion Estimation and Higher Scalability. | Gwenalle Marquant, Stphane Pateux, Claude Labit |
| 2000 | ICIP | Spatial Segmentation of Color Images According to the MDL Formalism. | Stphane Pateux |
| 2000 | VCIP | Mesh-based scalable video coding with rate-distortion optimization. | Gwenalle Marquant, Stphane Pateux, Claude Labit |
| 2000 | VCIP | Tracking of video objects using a backward projection technique. | Stphane Pateux |
| 1999 | ICIP | Rate-Distortion Optimized Region-Based Video Coder. | Stphane Pateux, Claude Labit |
| 1998 | ICIP | Region-based Video Coder using the MDL Formalism. | Stphane Pateux, Claude Labit |
| 1997 | ICIP | Minimum Description Length Criterion for Region-Based Video Compression. | Henri Nicolas, Stphane Pateux, Delphine Le Guen |