Publications
My Google scholar profile is available here.
FULL papers
Raphael Bensadoun∗, Tom Monnier∗, Yanir Kleiman∗, Filippos Kokkinos, Yawar Siddiqui, Mahendra Kariya, Omri Harosh, Roman Shapovalov, Benjamin Graham, Emilien Garreau, Animesh, Karnewar, Ang Cao, Idan Azuri, Iurii Makarov, Eric-Tuan Le, Antoine Toisoul, David Novotny†, Oran Gafni†, Natalia Neverova†, Andrea Vedaldi† - ∗Joint first authors, †Senior contributors - Arxiv 2024
Move Anything with Layered Scene Diffusion
Jiawei Ren, Mengmeng Xu, Jui-Chieh Wu, Ziwei Liu, Tao Xiang, Antoine Toisoul
CVPR 2024, Seattle, USA.
Estimation of continuous valence and arousal levels from faces in naturalistic conditions
Antoine Toisoul, Jean Kossaifi, Adrian Bulat, Georgios Tzimiropoulos and Maja Pantic
Nature Machine Intelligence, 2021
Few-shot Action Recognition with Prototype-centered Attentive Learning
Xiatian Zhu, Antoine Toisoul, Juan-Manuel Pérez-Rúa, Brais Martinez, Li Zhang, Tao Xiang
BMVC 2021
Knowing What, Where and When to Look: Efficient Video Action Modeling with Attention
Juan-Manuel Perez-Rua, Brais Martinez, Xiatian Zhu, Antoine Toisoul, Victor Escorcia, Tao Xiang
BMVC 2021
SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild
Jean Kossaifi, Robert Walecki, Yannis Panagakis, Jie Shen, Maximilian Schmitt, Fabien Ringeval, Jing Han, Vedhas Pandit, Antoine Toisoul, Bjorn Schuller, Kam Star, Elnar Hajiyev, and Maja Pantic
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021.
Egocentric Action Recognition by Video Attention and Temporal Context (3rd position at the Epic-Kitchens Challenge of CVPR 2020)
Juan-Manuel Pérez-Rua, Antoine Toisoul, Brais Martinez, Victor Escorcia, Li Zhang, Xiatian Zhu, Tao Xiang
CVPR-W 2020, Seattle, USA.
Factorized Higher-Order CNNs with an Application to Spatio-Temporal Emotion Estimation
Antoine Toisoul*, Jean Kossaifi*, Adrian Bulat, Yannis Panagakis, Timothy Hospedales, Maja Pantic (* Joint first authors)
CVPR 2020, Seattle, USA.
Practical Measurement-based Modeling and Rendering of Surface Diffraction.
Antoine Toisoul
PhD thesis, 2019
Acquiring Spatially Varying Appearance of Printed Holographic Surfaces
Antoine Toisoul*, Daljit Singh Dhillon*, Abhijeet Ghosh (* Joint first authors)
ACM Transactions on Graphics (Proc. SIGGRAPH Asia), 37(6), 2018. Tokyo, Japan
Real-time rendering of realistic surface diffraction with low rank factorisation
Antoine Toisoul and Abhijeet Ghosh
Proc. of European Conference on Visual Media Production (CVMP), Dec. 2017. London, UK
Practical Acquisition and Rendering of Diffraction Effects in Surface Reflectance
Antoine Toisoul and Abhijeet Ghosh
ACM Transactions on Graphics, 2017 (presentation at SIGGRAPH 2017). Los Angeles, USA.
Accessible GLSL Shader Programming
Antoine Toisoul, Daniel Rueckert, Bernhard Kainz.
Proc. EuroGraphics 2017. Lyon, France.
Image-Based Relighting using Room Lighting Basis
Antoine Toisoul and Abhijeet Ghosh
Proc. of European Conference on Visual Media Production (CVMP), Dec. 2016. London, UK.
Presentations
Invited talk at Sony, Japan on Acquiring Spatially Varying Appearance of Printed Holographic Surfaces. December 2018.
Invited at the Google Computer Vision Summit in Zurich, Switzerland. September 2018.
Acquiring Spatially Varying Appearance of Printed Holographic Surfaces at SIGGRAPH Asia 2018 in Tokyo, Japan.
Real-time rendering of realistic surface diffraction with low rank factorisation at CVMP 2017 in London, UK.
Practical Acquisition and Rendering of Diffraction Effects in Surface Reflectance at SIGGRAPH 2017 in Los Angeles, California.
Accessible GLSL Shader Programming at Eurographics 2017 in Lyon, France.
Image-Based Relighting using Room Lighting Basis at CVMP 2016 in London, UK.
Posters
Practical acquisition and rendering of commonly found spatially varying holographic surfaces. Antoine Toisoul, Daljit Singh Dhillon, Abhijeet Ghosh. SIGGRAPH 2018 Poster.
Real-time rendering of realistic surface diffraction with low rank factorisation. Antoine Toisoul, Abhijeet Ghosh. SIGGRAPH 2017 Poster.
Image-Based Relighting using Room Lighting Basis. Antoine Toisoul, Abhijeet Ghosh. SIGGRAPH 2015 Poster.
Image-Based Relighting using Room Lighting Basis. Antoine Toisoul, Abhijeet Ghosh. CVMP 2014 Poster.