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Antoine Toisoul
Antoine Toisoul
Research Scientist at Facebook AI
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SEWA DB: A Rich Database for Audio-Visual Emotion and Sentiment Research in the Wild
J Kossaifi, R Walecki, Y Panagakis, J Shen, M Schmitt, F Ringeval, J Han, ...
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 43 (3 …, 2021
2222021
Estimation of continuous valence and arousal levels from faces in naturalistic conditions
A Toisoul, J Kossaifi, A Bulat, G Tzimiropoulos, M Pantic
Nature Machine Intelligence, 1-9, 2021
1292021
Factorized Higher-Order CNNs with an Application to Spatio-Temporal Emotion Estimation
J Kossaifi, A Toisoul, A Bulat, Y Panagakis, T Hospedales, M Pantic
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
892020
Few-shot Action Recognition with Prototype-centered Attentive Learning
X Zhu, A Toisoul, JM Perez-Ra, L Zhang, B Martinez, T Xiang
The British Machine Vision Conference (BMVC), 2021
572021
Practical acquisition and rendering of diffraction effects in surface reflectance
A Toisoul, A Ghosh
ACM Transactions on Graphics (TOG) 36 (5), 1-16, 2017
352017
Knowing what, where and when to look: Efficient video action modeling with attention
JM Perez-Rua, B Martinez, X Zhu, A Toisoul, V Escorcia, T Xiang
The British Machine Vision Conference (BMVC), 2021
232021
Accessible GLSL Shader Programming.
A Toisoul, D Rueckert, B Kainz
Eurographics (Education Papers), 35-42, 2017
142017
Acquiring spatially varying appearance of printed holographic surfaces
A Toisoul, D Dhillon, A Ghosh
ACM SIGGRAPH Asia 2018, 2018
112018
Estimation of continuous valence and arousal levels from faces in naturalistic conditions. Nature Machine Intelligence (2021)
A Toisoul, J Kossaifi, A Bulat, G Tzimiropoulos, M Pantic
102021
Real-time rendering of realistic surface diffraction with low rank factorisation
A Toisoul, A Ghosh
Proceedings of the 14th European Conference on Visual Media Production (CVMP …, 2017
92017
Egocentric Action Recognition by Video Attention and Temporal Context
JM Pérez-Rua, A Toisoul, B Martinez, V Escorcia, L Zhang, X Zhu, T Xiang
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2020
42020
Learning garment densepose for robust warping in virtual try-on
A Cui, S He, T Xiang, A Toisoul
arXiv preprint arXiv:2303.17688, 2023
22023
Knowing What, Where and When to Look: Video Action modelling with Attention.
JM Pérez-Rúa, B Martinez, X Zhu, A Toisoul, V Escorcia, T Xiang
BMVC, 245, 2021
12021
Method and apparatus for action recognition
B Martinez, T Xiang, VA Escorcia, J Perez-rua, ZHU Xiatian, A Toisoul
US Patent 11,837,025, 2023
2023
Supplementary Material: Few-shot Action Recognition with Prototype-centered Attentive Learning
X Zhu, A Toisoul, JM Pérez-Rúa, B Martinez, L Zhang, T Xiang
2021
Practical Measurement-based Modeling and Rendering of Surface Diffraction
A Toisoul
Imperial College London, 2019
2019
Practical acquisition and rendering of common spatially varying holographic surfaces
A Toisoul, DSJ Dhillon, A Ghosh
ACM SIGGRAPH 2018 Posters, 1-2, 2018
2018
Real-time rendering of realistic surface diffraction using low-rank factorisation
A Toisoul, A Ghosh
ACM SIGGRAPH 2017 Posters, 2017
2017
ShaderLab Framework
B Kainz, A Toisoul
2017
Image-Based Relighting using Room Lighting Basis
A Toisoul, A Ghosh
Proceedings of the 13th European Conference on Visual Media Production (CVMP …, 2016
2016
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Artikelen 1–20