Xavier Suau
Xavier Suau
Apple Machine Learning Research
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Real-time head and hand tracking based on 2.5 D data
X Suau, J Ruiz-Hidalgo, JR Casas
IEEE transactions on multimedia 14 (3), 575-585, 2012
Filter Distillation for Network Compression
X Suau, L Zappella, N Apostoloff
2020 IEEE Winter Conference on Applications of Computer Vision (WACV), 3129-3138, 2020
Symphony: Composing interactive interfaces for machine learning
A Bäuerle, ÁA Cabrera, F Hohman, M Maher, D Koski, X Suau, T Barik, ...
Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems …, 2022
Real-time fingertip localization conditioned on hand gesture classification
X Suau, M Alcoverro, A López-Méndez, J Ruiz-Hidalgo, JR Casas
Image and Vision Computing 32 (8), 522-532, 2014
Finding experts in transformer models
X Suau, L Zappella, N Apostoloff
arXiv preprint arXiv:2005.07647, 2020
Gesture control interface for immersive panoramic displays
M Alcoverro, X Suau, JR Morros, A López-Méndez, A Gil, J Ruiz-Hidalgo, ...
Multimedia tools and applications 73 (1), 491-517, 2014
From silhouettes to 3d points to mesh: towards free viewpoint video
J Salvador, X Suau, JR Casas
Proceedings of the 1st international workshop on 3D video processing, 19-24, 2010
The role of entropy and reconstruction in multi-view self-supervised learning
BR Gálvez, A Blaas, P Rodríguez, A Golinski, X Suau, J Ramapuram, ...
International Conference on Machine Learning, 29143-29160, 2023
Self-conditioning pre-trained language models
X Suau, L Zappella, N Apostoloff
International Conference on Machine Learning, 4455-4473, 2022
Detecting end-effectors on 2.5 D data using geometric deformable models: Application to human pose estimation
X Suau, J Ruiz-Hidalgo, JR Casas
Computer Vision and Image Understanding 117 (3), 281-288, 2013
How to scale your ema
D Busbridge, J Ramapuram, P Ablin, T Likhomanenko, EG Dhekane, ...
Advances in Neural Information Processing Systems 36, 2024
Multi-resolution illumination compensation for foreground extraction
X Suau, JR Casas, J Ruiz-Hidalgo
2009 16th IEEE International Conference on Image Processing (ICIP), 3225-3228, 2009
Designing data: Proactive data collection and iteration for machine learning
A Hopkins, F Hohman, L Zappella, X Suau, D Moritz
arXiv preprint arXiv:2301.10319, 2023
Fair SA: Sensitivity analysis for fairness in face recognition
AR Joshi, X Suau, N Sivakumar, L Zappella, N Apostoloff
Algorithmic fairness through the lens of causality and robustness workshop …, 2022
Oriented radial distribution on depth data: application to the detection of end-effectors
X Suau, J Ruiz-Hidalgo, JR Casas
2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012
Homomorphic Self-Supervised Learning
T Anderson Keller, X Suau, L Zappella
arXiv e-prints, arXiv: 2211.08282, 2022
Stochastic contrastive learning
J Ramapuram, D BusBridge, X Suau, R Webb
arXiv preprint arXiv:2110.00552, 2021
INTAIRACT: Joint hand gesture and fingertip classification for touchless interaction
X Suau, M Alcoverro, A Lopez-Mendez, J Ruiz-Hidalgo, J Casas
Computer Vision–ECCV 2012. Workshops and Demonstrations: Florence, Italy …, 2012
Duet: 2d structured and approximately equivariant representations
X Suau, F Danieli, TA Keller, A Blaas, C Huang, J Ramapuram, ...
arXiv preprint arXiv:2306.16058, 2023
Challenges of adversarial image augmentations
A Blaas, X Suau, J Ramapuram, N Apostoloff, L Zappella
I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021, 9-14, 2022
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