Antoine Toisoul

SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild

Jean Kossaifi, Robert Walecki, Yannis Panagakis et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2019 · 233 citations · Full text

Estimation of continuous valence and arousal levels from faces in naturalistic conditions

Antoine Toisoul, Jean Kossaifi, Adrian Bulat et al. · Nature Machine Intelligence · 2021 · 198 citations · Full text

Few-shot Action Recognition with Prototype-centered Attentive Learning

Xiatian Zhu, Antoine Toisoul, Juan-Manuel Pérez-Rúa et al. · arXiv (Cornell University) · 2021 · 36 citations · Full text

Few-shot Learning, Multiple Instance Learning, Engineering +14

Practical Acquisition and Rendering of Diffraction Effects in Surface Reflectance

Antoine Toisoul, Abhijeet Ghosh · ACM Transactions on Graphics · 2017 · 32 citations

Realistic Rendering, Optical Materials, Engineering +22

Knowing What, Where and When to Look: Efficient Video Action Modeling with Attention

Juan-Manuel Pérez-Rúa, Brais Martínez, Xiatian Zhu et al. · arXiv (Cornell University) · 2020 · 17 citations · Full text

Video Attention, Engineering, Machine Learning +20