Multi-Resolution Illumination Compensation for foreground extraction. - Xavier Suau; Josep R. Casas; Javier Ruiz Hidalgo (ICIP, 2009)

Surface reconstruction by restricted and oriented propagation. - Xavier Suau; Josep R. Casas; Javier Ruiz Hidalgo (ICIP, 2010)

INTAIRACT: Joint Hand Gesture and Fingertip Classification for Touchless Interaction. - Xavier Suau; Marcel Alcoverro; Adolfo López-Mendez; Javier Ruiz Hidalgo; Josep R. Casas (ECCV Workshops (3), 2012)

Oriented radial distribution on depth data: Application to the detection of end-effectors. - Xavier Suau; Javier Ruiz Hidalgo; Josep R. Casas (ICASSP, 2012)

Real-Time Head and Hand Tracking Based on 2.5D Data. - Xavier Suau; Javier Ruiz Hidalgo; Josep R. Casas (IEEE Trans. Multim., 2012)

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)

Human body analysis using depth data. - Xavier Suau (2013)

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)

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)

Collaborative voting of 3D features for robust gesture estimation. - Daniel van Sabben; Javier Ruiz Hidalgo; Xavier Suau Cuadros; Josep R. Casas (ICASSP, 2017)

Principal Filter Analysis for Guided Network Compression. - Xavier Suau; Luca Zappella; Vinay Palakkode; Nicholas Apostoloff (CoRR, 2018)

Filter Distillation for Network Compression. - Xavier Suau; Luca Zappella; Nicholas Apostoloff (WACV, 2020)

Finding Experts in Transformer Models. - Xavier Suau; Luca Zappella; Nicholas Apostoloff (CoRR, 2020)

Fair SA: Sensitivity Analysis for Fairness in Face Recognition. - Aparna R. Joshi; Xavier Suau Cuadros; Nivedha Sivakumar; Luca Zappella; Nicholas Apostoloff (AFCR, 2021)

Challenges of Adversarial Image Augmentations. - Arno Blaas; Xavier Suau; Jason Ramapuram; Nicholas Apostoloff; Luca Zappella (ICBINB@NeurIPS, 2021)

Stochastic Contrastive Learning. - Jason Ramapuram; Dan Busbridge; Xavier Suau; Russ Webb (CoRR, 2021)

Symphony: Composing Interactive Interfaces for Machine Learning. - Alex Bäuerle; Ángel Alexander Cabrera; Fred Hohman; Megan Maher; David Koski; Xavier Suau; Titus Barik; Dominik Moritz (CHI, 2022)

Self-conditioning Pre-Trained Language Models. - Xavier Suau Cuadros; Luca Zappella; Nicholas Apostoloff (ICML, 2022)

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 (ICML, 2023)

DUET: 2D Structured and Approximately Equivariant Representations. - Xavier Suau; Federico Danieli; T. Anderson Keller; Arno Blaas; Chen Huang 001; Jason Ramapuram; Dan Busbridge; Luca Zappella (ICML, 2023)

How to Scale Your EMA. - Dan Busbridge; Jason Ramapuram; Pierre Ablin; Tatiana Likhomanenko; Eeshan Gunesh Dhekane; Xavier Suau Cuadros; Russell Webb (NeurIPS, 2023)

DeepPCR: Parallelizing Sequential Operations in Neural Networks. - Federico Danieli; Miguel Sarabia; Xavier Suau Cuadros; Pau Rodríguez; Luca Zappella (NeurIPS, 2023)

Designing Data: Proactive Data Collection and Iteration for Machine Learning. - Aspen K. Hopkins; Fred Hohman; Luca Zappella; Xavier Suau Cuadros; Dominik Moritz (CoRR, 2023)

Homomorphic Self-Supervised Learning. - T. Anderson Keller; Xavier Suau; Luca Zappella (Trans. Mach. Learn. Res., 2023)

Whispering Experts: Neural Interventions for Toxicity Mitigation in Language Models. - Xavier Suau; Pieter Delobelle; Katherine Metcalf; Armand Joulin; Nicholas Apostoloff; Luca Zappella; Pau Rodríguez (ICML, 2024)

Controlling Language and Diffusion Models by Transporting Activations. - Pau Rodríguez; Arno Blaas; Michal Klein; Luca Zappella; Nicholas Apostoloff; Marco Cuturi; Xavier Suau (ICLR, 2025)

End-to-end Learning of Sparse Interventions on Activations to Steer Generation. - Pau Rodríguez; Michal Klein; Eleonora Gualdoni; Arno Blaas; Luca Zappella; Marco Cuturi; Xavier Suau (CoRR, 2025)