Xavier Suau

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 19

Top Topics

Electromagnetic Field

Supervised Learning

Top Venues

Multim. Tools Appl.

Publications

Xavier Suau, Pieter Delobelle, Katherine Metcalf, Armand Joulin, Nicholas Apostoloff, Luca Zappella, Pau Rodríguez
Whispering Experts: Neural Interventions for Toxicity Mitigation in Language Models. CoRR (2024)
Borja Rodríguez Gálvez, Arno Blaas, Pau Rodríguez, Adam Golinski, Xavier Suau, Jason Ramapuram, Dan Busbridge, Luca Zappella
The Role of Entropy and Reconstruction in Multi-View Self-Supervised Learning. ICML (2023)
Federico Danieli, Miguel Sarabia, Xavier Suau, Pau Rodríguez, Luca Zappella
DeepPCR: Parallelizing Sequential Operations in Neural Networks. CoRR (2023)
T. Anderson Keller, Xavier Suau, Luca Zappella
Homomorphic Self-Supervised Learning. Trans. Mach. Learn. Res. 2023 (2023)
Borja Rodríguez Gálvez, Arno Blaas, Pau Rodríguez, Adam Golinski, Xavier Suau, Jason Ramapuram, Dan Busbridge, Luca Zappella
The Role of Entropy and Reconstruction in Multi-View Self-Supervised Learning. CoRR (2023)
Xavier Suau, Federico Danieli, T. Anderson Keller, Arno Blaas, Chen Huang, Jason Ramapuram, Dan Busbridge, Luca Zappella
DUET: 2D Structured and Approximately Equivariant Representations. ICML (2023)
Dan Busbridge, Jason Ramapuram, Pierre Ablin, Tatiana Likhomanenko, Eeshan Gunesh Dhekane, Xavier Suau, Russ Webb
How to Scale Your EMA. CoRR (2023)
Xavier Suau, Federico Danieli, T. Anderson Keller, Arno Blaas, Chen Huang, Jason Ramapuram, Dan Busbridge, Luca Zappella
DUET: 2D Structured and Approximately Equivariant Representations. CoRR (2023)
T. Anderson Keller, Xavier Suau, Luca Zappella
Homomorphic Self-Supervised Learning. CoRR (2022)
Alex Bäuerle, Ángel Alexander Cabrera, Fred Hohman, Megan Maher, David Koski, Xavier Suau, Titus Barik, Dominik Moritz
Symphony: Composing Interactive Interfaces for Machine Learning. CoRR (2022)
Aparna R. Joshi, Xavier Suau, Nivedha Sivakumar, Luca Zappella, Nicholas Apostoloff
Fair SA: Sensitivity Analysis for Fairness in Face Recognition. CoRR (2022)
Alex Bäuerle, Ángel Alexander Cabrera, Fred Hohman, Megan Maher, David Koski, Xavier Suau, Titus Barik, Dominik Moritz
Symphony: Composing Interactive Interfaces for Machine Learning. CHI (2022)
Jason Ramapuram, Dan Busbridge, Xavier Suau, Russ Webb
Stochastic Contrastive Learning. CoRR (2021)
Arno Blaas, Xavier Suau, Jason Ramapuram, Nicholas Apostoloff, Luca Zappella
Challenges of Adversarial Image Augmentations. ICBINB@NeurIPS (2021)
Xavier Suau, Luca Zappella, Nicholas Apostoloff
Self-conditioning pre-trained language models. CoRR (2021)
Arno Blaas, Xavier Suau, Jason Ramapuram, Nicholas Apostoloff, Luca Zappella
Challenges of Adversarial Image Augmentations. CoRR (2021)
Xavier Suau, Luca Zappella, Nicholas Apostoloff
Finding Experts in Transformer Models. CoRR (2020)
Xavier Suau, Luca Zappella, Nicholas Apostoloff
Filter Distillation for Network Compression. WACV (2020)
Xavier Suau, Luca Zappella, Vinay Palakkode, Nicholas Apostoloff
Principal Filter Analysis for Guided Network Compression. CoRR (2018)
Marcel Alcoverro, Xavier Suau, Josep Ramon Morros, Adolfo López-Mendez, Albert Gil, Javier Ruiz Hidalgo, Josep R. Casas
Gesture control interface for immersive panoramic displays. Multim. Tools Appl. 73 (1) (2014)
Xavier Suau, Marcel Alcoverro, Adolfo López-Mendez, Javier Ruiz Hidalgo, Josep R. Casas
Real-time fingertip localization conditioned on hand gesture classification. Image Vis. Comput. 32 (8) (2014)
Xavier Suau, Javier Ruiz Hidalgo, Josep R. Casas
Detecting end-effectors on 2.5D data using geometric deformable models: Application to human pose estimation. Comput. Vis. Image Underst. 117 (3) (2013)
Xavier Suau, Marcel Alcoverro, Adolfo López-Mendez, Javier Ruiz Hidalgo, Josep R. Casas
INTAIRACT: Joint Hand Gesture and Fingertip Classification for Touchless Interaction. ECCV Workshops (3) (2012)
Xavier Suau, Javier Ruiz Hidalgo, Josep R. Casas
Oriented radial distribution on depth data: Application to the detection of end-effectors. ICASSP (2012)
Xavier Suau, Javier Ruiz Hidalgo, Josep R. Casas
Real-Time Head and Hand Tracking Based on 2.5D Data. IEEE Trans. Multim. 14 (3-1) (2012)
Xavier Suau, Josep R. Casas, Javier Ruiz Hidalgo
Real-time head and hand tracking based on 2.5D data. ICME (2011)
Xavier Suau, Josep R. Casas, Javier Ruiz Hidalgo
Surface reconstruction by restricted and oriented propagation. ICIP (2010)
Xavier Suau, Josep R. Casas, Javier Ruiz Hidalgo
Multi-Resolution Illumination Compensation for foreground extraction. ICIP (2009)