Xavier Suau

According to our database, Xavier Suau authored at least 24 papers between 2009 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Designing Data: Proactive Data Collection and Iteration for Machine Learning.

Aspen Hopkins, Fred Hohman, Luca Zappella, Xavier Suau Cuadros, Dominik Moritz

CoRR, 2023

DeepPCR: Parallelizing Sequential Operations in Neural Networks.

Federico Danieli, Miguel Sarabia, Xavier Suau Cuadros, Pau Rodríguez, Luca Zappella

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

How to Scale Your EMA.

Dan Busbridge, Jason Ramapuram, Pierre Ablin, Tatiana Likhomanenko, Eeshan Gunesh Dhekane, Xavier Suau Cuadros, Russell Webb

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

DUET: 2D Structured and Approximately Equivariant Representations.

Xavier Suau, Federico Danieli, T. Anderson Keller, Arno Blaas, Chen Huang, Jason Ramapuram, Dan Busbridge, Luca Zappella

Proceedings of the International Conference on Machine Learning, 2023

The Role of Entropy and Reconstruction in Multi-View Self-Supervised Learning.

Borja Rodríguez Gálvez, Arno Blaas, Pau Rodríguez, Adam Golinski, Xavier Suau, Jason Ramapuram, Dan Busbridge, Luca Zappella

Proceedings of the International Conference on Machine Learning, 2023

2022

Homomorphic Self-Supervised Learning.

T. Anderson Keller, Xavier Suau, Luca Zappella

CoRR, 2022

Self-conditioning Pre-Trained Language Models.

Xavier Suau Cuadros, Luca Zappella, Nicholas Apostoloff

Proceedings of the International Conference on Machine Learning, 2022

Symphony: Composing Interactive Interfaces for Machine Learning.

Alex Bäuerle, Ángel Alexander Cabrera, Fred Hohman, Megan Maher, David Koski, Xavier Suau, Titus Barik, Dominik Moritz

Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

2021

Stochastic Contrastive Learning.

Jason Ramapuram, Dan Busbridge, Xavier Suau, Russ Webb

CoRR, 2021

Challenges of Adversarial Image Augmentations.

Arno Blaas, Xavier Suau, Jason Ramapuram, Nicholas Apostoloff, Luca Zappella

Proceedings of the I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021, 2021

Fair SA: Sensitivity Analysis for Fairness in Face Recognition.

Aparna R. Joshi, Xavier Suau Cuadros, Nivedha Sivakumar, Luca Zappella, Nicholas Apostoloff

Proceedings of the Algorithmic Fairness through the Lens of Causality and Robustness Workshop, 2021

2020

Finding Experts in Transformer Models.

Xavier Suau, Luca Zappella, Nicholas Apostoloff

CoRR, 2020

Filter Distillation for Network Compression.

Xavier Suau, Luca Zappella, Nicholas Apostoloff

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

2018

Principal Filter Analysis for Guided Network Compression.

Xavier Suau, Luca Zappella, Vinay Palakkode, Nicholas Apostoloff

CoRR, 2018

2017

Collaborative voting of 3D features for robust gesture estimation.

Daniel van Sabben, Javier Ruiz Hidalgo, Xavier Suau Cuadros, Josep R. Casas

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2014

Gesture control interface for immersive panoramic displays.

Marcel Alcoverro, Xavier Suau, Josep Ramon Morros, Adolfo López-Mendez, Albert Gil, Javier Ruiz Hidalgo, Josep R. Casas

Multim. Tools Appl., 2014

Real-time fingertip localization conditioned on hand gesture classification.

Xavier Suau, Marcel Alcoverro, Adolfo López-Mendez, Javier Ruiz Hidalgo, Josep R. Casas

Image Vis. Comput., 2014

2013

Human body analysis using depth data.

Xavier Suau

PhD thesis, 2013

Detecting end-effectors on 2.5D data using geometric deformable models: Application to human pose estimation.

Xavier Suau, Javier Ruiz Hidalgo, Josep R. Casas

Comput. Vis. Image Underst., 2013

2012

Real-Time Head and Hand Tracking Based on 2.5D Data.

Xavier Suau, Javier Ruiz Hidalgo, Josep R. Casas

IEEE Trans. Multim., 2012

Oriented radial distribution on depth data: Application to the detection of end-effectors.

Xavier Suau, Javier Ruiz Hidalgo, Josep R. Casas

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

INTAIRACT: Joint Hand Gesture and Fingertip Classification for Touchless Interaction.

Xavier Suau, Marcel Alcoverro, Adolfo López-Mendez, Javier Ruiz Hidalgo, Josep R. Casas

Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012

2010

Surface reconstruction by restricted and oriented propagation.

Xavier Suau, Josep R. Casas, Javier Ruiz Hidalgo

Proceedings of the International Conference on Image Processing, 2010

2009

Multi-Resolution Illumination Compensation for foreground extraction.

Xavier Suau, Josep R. Casas, Javier Ruiz Hidalgo

Proceedings of the International Conference on Image Processing, 2009