Stéphane Pateux

Publication Activity (10 Years)

Years Active: 1997-2023
Publications (10 Years): 26

Top Topics

Variational Inference

Feature Distributions

Multimodal Fusion

Top Venues

Publications

Yuqing Hu, Stéphane Pateux, Vincent Gripon
Adaptive Dimension Reduction and Variational Inference for Transductive Few-Shot Classification. AISTATS (2023)
Yassir Bendou, Yuqing Hu, Raphaël Lafargue, Giulia Lioi, Bastien Pasdeloup, Stéphane Pateux, Vincent Gripon
EASY: Ensemble Augmented-Shot Y-shaped Learning: State-Of-The-Art Few-Shot Classification with Simple Ingredients. CoRR (2022)
Yassir Bendou, Yuqing Hu, Raphaël Lafargue, Giulia Lioi, Bastien Pasdeloup, Stéphane Pateux, Vincent Gripon
Easy - Ensemble Augmented-Shot-Y-Shaped Learning: State-of-the-Art Few-Shot Classification with Simple Components. J. Imaging 8 (7) (2022)
Yuqing Hu, Stéphane Pateux, Vincent Gripon
Adaptive Dimension Reduction and Variational Inference for Transductive Few-Shot Classification. CoRR (2022)
Yuqing Hu, Stéphane Pateux, Vincent Gripon
Squeezing Backbone Feature Distributions to the Max for Efficient Few-Shot Learning. Algorithms 15 (5) (2022)
Yuqing Hu, Vincent Gripon, Stéphane Pateux
Squeezing Backbone Feature Distributions to the Max for Efficient Few-Shot Learning. CoRR (2021)
Yuqing Hu, Vincent Gripon, Stéphane Pateux
Leveraging the Feature Distribution in Transfer-Based Few-Shot Learning. ICANN (2) (2021)
Yuqing Hu, Vincent Gripon, Stéphane Pateux
Exploiting Unsupervised Inputs for Accurate Few-Shot Classification. CoRR (2020)
Yuqing Hu, Vincent Gripon, Stéphane Pateux
Leveraging the Feature Distribution in Transfer-based Few-Shot Learning. CoRR (2020)
Yuqing Hu, Vincent Gripon, Stéphane Pateux
Graph-based Interpolation of Feature Vectors for Accurate Few-Shot Classification. ICPR (2020)
Valentin Vielzeuf, Alexis Lechervy, Stéphane Pateux, Frédéric Jurie
Towards a General Model of Knowledge for Facial Analysis by Multi-Source Transfer Learning. CoRR (2019)
Valentin Vielzeuf, Corentin Kervadec, Stéphane Pateux, Frédéric Jurie
The Many Variations of Emotion. FG (2019)
Juan-Manuel Perez-Rua, Valentin Vielzeuf, Stéphane Pateux, Moez Baccouche, Frédéric Jurie
MFAS: Multimodal Fusion Architecture Search. CVPR (2019)
Juan-Manuel Pérez-Rúa, Valentin Vielzeuf, Stéphane Pateux, Moez Baccouche, Frédéric Jurie
MFAS: Multimodal Fusion Architecture Search. CoRR (2019)
Valentin Vielzeuf, Alexis Lechervy, Stéphane Pateux, Frédéric Jurie
CentralNet: A Multilayer Approach for Multimodal Fusion. ECCV Workshops (6) (2018)
Valentin Vielzeuf, Corentin Kervadec, Stéphane Pateux, Alexis Lechervy, Frédéric Jurie
An Occam's Razor View on Learning Audiovisual Emotion Recognition with Small Training Sets. ICMI (2018)
Valentin Vielzeuf, Alexis Lechervy, Stéphane Pateux, Frédéric Jurie
Multi-Level Sensor Fusion with Deep Learning. CoRR (2018)
Valentin Vielzeuf, Corentin Kervadec, Stéphane Pateux, Alexis Lechervy, Frédéric Jurie
An Occam's Razor View on Learning Audiovisual Emotion Recognition with Small Training Sets. CoRR (2018)
Juan-Manuel Perez-Rua, Moez Baccouche, Stéphane Pateux
Efficient Progressive Neural Architecture Search. BMVC (2018)
Corentin Kervadec, Valentin Vielzeuf, Stéphane Pateux, Alexis Lechervy, Frédéric Jurie
CAKE: a Compact and Accurate K-dimensional representation of Emotion. BMVC (2018)
Corentin Kervadec, Valentin Vielzeuf, Stéphane Pateux, Alexis Lechervy, Frédéric Jurie
CAKE: Compact and Accurate K-dimensional representation of Emotion. CoRR (2018)
Juan-Manuel Perez-Rua, Moez Baccouche, Stéphane Pateux
Efficient Progressive Neural Architecture Search. CoRR (2018)
Valentin Vielzeuf, Alexis Lechervy, Stéphane Pateux, Frédéric Jurie
CentralNet: a Multilayer Approach for Multimodal Fusion. CoRR (2018)
Valentin Vielzeuf, Corentin Kervadec, Stéphane Pateux, Frédéric Jurie
The Many Moods of Emotion. CoRR (2018)
Valentin Vielzeuf, Stéphane Pateux, Frédéric Jurie
Temporal Multimodal Fusion for Video Emotion Classification in the Wild. CoRR (2017)
Valentin Vielzeuf, Stéphane Pateux, Frédéric Jurie
Temporal multimodal fusion for video emotion classification in the wild. ICMI (2017)
Chi Ching Chi, Mauricio Alvarez Mesa, Ben H. H. Juurlink, Gordon Clare, Félix Henry, Stéphane Pateux, Thomas Schierl
Parallel Scalability and Efficiency of HEVC Parallelization Approaches. IEEE Trans. Circuits Syst. Video Technol. 22 (12) (2012)
Thomas Colleu, Luce Morin, Stéphane Pateux, Claude Labit
Floating polygon soup. DSP (2011)
Thomas Colleu, Stéphane Pateux, Luce Morin, Claude Labit
A polygon soup representation for free viewpoint video. Three-Dimensional Image Processing (3DIP) and Applications (2010)
Thomas Colleu, Stéphane Pateux, Luce Morin, Claude Labit
A polygon soup representation for multiview coding. J. Vis. Commun. Image Represent. 21 (5-6) (2010)
Matthieu Urvoy, Nathalie Cammas, Stéphane Pateux, Olivier Déforges, Marie Babel, Muriel Pressigout
Motion tubes for the representation of image sequences. ICME (2009)
Gaëtan Le Guelvouit, Stéphane Pateux
Wide spread spectrum watermarking with side information and interference cancellation CoRR (2008)
Stéphane Pateux, Gaëtan Le Guelvouit, Christine Guillemot
Information-theoretic resolution of perceptual WSS watermarking of non i.i.d. Gaussian signals CoRR (2008)
Benjamin Le Guen, Stéphane Pateux, Jacques Weiss
Spatial analysis-synthesis for improvement of wavelet coders. EUSIPCO (2007)
Benjamin Le Guen, Stéphane Pateux, Jacques Weiss
Motion-Geometry Compensation for Analysis-Synthesis Video Coder. MMSP (2007)
Benjamin Le Guen, Stéphane Pateux, Jacques Weiss
Non-Geometric Energy Formulation for Adaptive Image Compression. ICIP (4) (2007)
Isabelle Amonou, Nathalie Cammas, Sylvain Kervadec, Stéphane Pateux
Optimized Rate-Distortion Extraction With Quality Layers in the Scalable Extension of H.264/AVC. IEEE Trans. Circuits Syst. Video Technol. 17 (9) (2007)
Ye-Kui Wang, Miska M. Hannuksela, Stéphane Pateux, Alexandros Eleftheriadis, Stephan Wenger
System and Transport Interface of SVC. IEEE Trans. Circuits Syst. Video Technol. 17 (9) (2007)
Isabelle Amonou, Nathalie Cammas, Sylvain Kervadec, Stéphane Pateux
Optimized Rate-Distortion Extraction with Quality Layers. ICIP (2006)
Nathalie Cammas, Stéphane Pateux, Luce Morin
Video coding using non-manifold mesh. EUSIPCO (2005)
Dubhe Chavira-Martínez, Stéphane Pateux
Scalable texture-based video coding. VCIP (2004)
Stéphane Pateux, Gaëtan Le Guelvouit, Jonathan Delhumeau
Capacity of data-hiding system subject to desynchronization. Security, Steganography, and Watermarking of Multimedia Contents (2004)
Marc Chaumont, Stéphane Pateux, Henri Nicolas
Object-based video coding using a dynamic coding approach. ICIP (2004)
Gaëtan Le Guelvouit, Stéphane Pateux
Wide spread spectrum watermarking with side information and interference cancellation. Security and Watermarking of Multimedia Contents (2003)
Stéphane Pateux, Gaëtan Le Guelvouit
Practical watermarking scheme based on wide spread spectrum and game theory. Signal Process. Image Commun. 18 (4) (2003)
Dubhe Chavira-Martínez, Stéphane Pateux
Non-rigid object tracking using a likelihood spatio-temporal model. VCIP (2003)
Marc Chaumont, Nathalie Cammas, Stéphane Pateux
Fully scalable object based video coder based on analysis-synthesis scheme. ICIP (2) (2003)
Gaëtan Le Guelvouit, Stéphane Pateux, Christine Guillemot
Perceptual watermarking of non i.i.d. signals based on wide spread spectrum using side information. ICIP (3) (2002)
Marc Chaumont, Stéphane Pateux, Henri Nicolas
Segmentation of non-rigid video objects using long term temporal consistency. ICIP (2) (2002)
Gaëtan Le Guelvouit, Stéphane Pateux, Christine Guillemot
Information-theoretic resolution of perceptual WSS watermarking of non i.i.d Gaussian signals. EUSIPCO (2002)
Thomas Guionnet, Christine Guillemot, Stéphane Pateux
Embedded multiple description coding for progressive image transmission over unreliable channels. ICIP (1) (2001)
Henri Nicolas, Stéphane Pateux, Delphine Le Guen
Minimum description length criterion and segmentation map coding for region-based video compression. IEEE Trans. Circuits Syst. Video Technol. 11 (2) (2001)
Gwenaëlle Marquant, Stéphane Pateux, Claude Labit
Mesh-based scalable video coding with rate-distortion optimization. VCIP (2000)
Delphine Le Guen, Stéphane Pateux, Claude Labit, Gilles Moury, Dimitri Lebedeff
Bit Rate and Local Quality Control for On-Board Satellite Image Compression. Data Compression Conference (2000)
Gwenaëlle Marquant, Stéphane Pateux, Claude Labit
Multi-resolution mesh-based motion estimation using a "backward in forward" tracking method. EUSIPCO (2000)
Delphine Le Guen, Stéphane Pateux, Claude Labit, Gilles Moury, Dimitri Lebedeff
Bit rate and local quality control using a rate/distortion criterion for on-board satellite images compression. EUSIPCO (2000)
Stéphane Pateux
Spatial Segmentation of Color Images According to the MDL Formalism. ICIP (2000)
Gwenaëlle Marquant, Stéphane Pateux, Claude Labit
Mesh and "Crack Lines": Application to Object-Based Motion Estimation and Higher Scalability. ICIP (2000)
Stéphane Pateux
Tracking of video objects using a backward projection technique. VCIP (2000)
Stéphane Pateux, Claude Labit
Rate-Distortion Optimized Region-Based Video Coder. ICIP (2) (1999)
Stéphane Pateux, Claude Labit
Region-based Video Coder using the MDL Formalism. ICIP (1) (1998)
Henri Nicolas, Stéphane Pateux, Delphine Le Guen
Minimum Description Length Criterion for Region-Based Video Compression. ICIP (1) (1997)