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2020 – today
- 2025
[c17]Pau Rodríguez, Arno Blaas, Michal Klein, Luca Zappella, Nicholas Apostoloff, Marco Cuturi, Xavier Suau:
Controlling Language and Diffusion Models by Transporting Activations. ICLR 2025- [i16]Pau Rodríguez, Michal Klein, Eleonora Gualdoni, Arno Blaas, Luca Zappella, Marco Cuturi, Xavier Suau:
End-to-end Learning of Sparse Interventions on Activations to Steer Generation. CoRR abs/2503.10679 (2025) - 2024
- [c16]Xavier Suau, Pieter Delobelle, Katherine Metcalf, Armand Joulin, Nicholas Apostoloff, Luca Zappella, Pau Rodríguez:
Whispering Experts: Neural Interventions for Toxicity Mitigation in Language Models. ICML 2024 - [i15]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 abs/2407.12824 (2024) - [i14]Pau Rodríguez López, Arno Blaas, Michal Klein, Luca Zappella, Nicholas Apostoloff, Marco Cuturi, Xavier Suau:
Controlling Language and Diffusion Models by Transporting Activations. CoRR abs/2410.23054 (2024) - 2023
- [j5]T. Anderson Keller, Xavier Suau, Luca Zappella:
Homomorphic Self-Supervised Learning. Trans. Mach. Learn. Res. 2023 (2023) - [c15]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: 29143-29160 - [c14]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: 32749-32769 - [c13]Dan Busbridge, Jason Ramapuram, Pierre Ablin, Tatiana Likhomanenko, Eeshan Gunesh Dhekane, Xavier Suau Cuadros, Russell Webb:
How to Scale Your EMA. NeurIPS 2023 - [c12]Federico Danieli, Miguel Sarabia, Xavier Suau Cuadros, Pau Rodríguez, Luca Zappella:
DeepPCR: Parallelizing Sequential Operations in Neural Networks. NeurIPS 2023 - [i13]Aspen K. Hopkins, Fred Hohman, Luca Zappella, Xavier Suau Cuadros, Dominik Moritz
:
Designing Data: Proactive Data Collection and Iteration for Machine Learning. CoRR abs/2301.10319 (2023) - [i12]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 abs/2306.16058 (2023) - [i11]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 abs/2307.10907 (2023) - [i10]Dan Busbridge, Jason Ramapuram, Pierre Ablin, Tatiana Likhomanenko, Eeshan Gunesh Dhekane, Xavier Suau, Russ Webb:
How to Scale Your EMA. CoRR abs/2307.13813 (2023) - [i9]Federico Danieli, Miguel Sarabia, Xavier Suau, Pau Rodríguez, Luca Zappella:
DeepPCR: Parallelizing Sequential Operations in Neural Networks. CoRR abs/2309.16318 (2023) - 2022
- [c11]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: 210:1-210:14 - [c10]Xavier Suau Cuadros, Luca Zappella, Nicholas Apostoloff:
Self-conditioning Pre-Trained Language Models. ICML 2022: 4455-4473 - [i8]Aparna R. Joshi, Xavier Suau, Nivedha Sivakumar, Luca Zappella, Nicholas Apostoloff:
Fair SA: Sensitivity Analysis for Fairness in Face Recognition. CoRR abs/2202.03586 (2022) - [i7]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 abs/2202.08946 (2022) - [i6]T. Anderson Keller, Xavier Suau, Luca Zappella:
Homomorphic Self-Supervised Learning. CoRR abs/2211.08282 (2022) - 2021
- [c9]Aparna R. Joshi, Xavier Suau Cuadros, Nivedha Sivakumar, Luca Zappella, Nicholas Apostoloff:
Fair SA: Sensitivity Analysis for Fairness in Face Recognition. AFCR 2021: 40-58 - [c8]Arno Blaas, Xavier Suau, Jason Ramapuram, Nicholas Apostoloff, Luca Zappella:
Challenges of Adversarial Image Augmentations. ICBINB@NeurIPS 2021: 9-14 - [i5]Jason Ramapuram, Dan Busbridge, Xavier Suau, Russ Webb:
Stochastic Contrastive Learning. CoRR abs/2110.00552 (2021) - [i4]Xavier Suau, Luca Zappella, Nicholas Apostoloff:
Self-conditioning pre-trained language models. CoRR abs/2110.02802 (2021) - [i3]Arno Blaas, Xavier Suau, Jason Ramapuram, Nicholas Apostoloff, Luca Zappella:
Challenges of Adversarial Image Augmentations. CoRR abs/2111.12427 (2021) - 2020
- [c7]Xavier Suau, Luca Zappella, Nicholas Apostoloff:
Filter Distillation for Network Compression. WACV 2020: 3129-3138 - [i2]Xavier Suau, Luca Zappella, Nicholas Apostoloff:
Finding Experts in Transformer Models. CoRR abs/2005.07647 (2020)
2010 – 2019
- 2018
- [i1]Xavier Suau, Luca Zappella, Vinay Palakkode, Nicholas Apostoloff:
Principal Filter Analysis for Guided Network Compression. CoRR abs/1807.10585 (2018) - 2017
- [c6]Daniel van Sabben, Javier Ruiz Hidalgo, Xavier Suau Cuadros, Josep R. Casas:
Collaborative voting of 3D features for robust gesture estimation. ICASSP 2017: 1677-1681 - 2014
- [j4]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): 522-532 (2014) - [j3]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): 491-517 (2014) - 2013
- [b1]Xavier Suau:
Human body analysis using depth data. Polytechnic University of Catalonia, Spain, 2013 - [j2]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): 281-288 (2013) - 2012
- [j1]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): 575-585 (2012) - [c5]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: 602-606 - [c4]Xavier Suau, Javier Ruiz Hidalgo, Josep R. Casas:
Oriented radial distribution on depth data: Application to the detection of end-effectors. ICASSP 2012: 789-792 - 2011
- [c3]Xavier Suau, Josep R. Casas, Javier Ruiz Hidalgo:
Real-time head and hand tracking based on 2.5D data. ICME 2011: 1-6 - 2010
- [c2]Xavier Suau, Josep R. Casas, Javier Ruiz Hidalgo:
Surface reconstruction by restricted and oriented propagation. ICIP 2010: 813-816
2000 – 2009
- 2009
- [c1]Xavier Suau, Josep R. Casas, Javier Ruiz Hidalgo:
Multi-Resolution Illumination Compensation for foreground extraction. ICIP 2009: 3225-3228
Coauthor Index
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