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Suau, Xavier
10 publications
ICLR
2025
Controlling Language and Diffusion Models by Transporting Activations
Pau Rodriguez
,
Arno Blaas
,
Michal Klein
,
Luca Zappella
,
Nicholas Apostoloff
,
Marco Cuturi
,
Xavier Suau
NeurIPS
2025
LinEAS: End-to-End Learning of Activation Steering with a Distributional Loss
Pau Rodriguez
,
Michal Klein
,
Eleonora Gualdoni
,
Valentino Maiorca
,
Arno Blaas
,
Luca Zappella
,
Marco Cuturi
,
Xavier Suau
NeurIPSW
2024
On a Spurious Interaction Between Uncertainty Scores and Answer Evaluation Metrics in Generative QA Tasks
Andrea Santilli
,
Miao Xiong
,
Michael Kirchhof
,
Pau Rodriguez
,
Federico Danieli
,
Xavier Suau
,
Luca Zappella
,
Sinead Williamson
,
Adam Golinski
ICML
2024
Whispering Experts: Neural Interventions for Toxicity Mitigation in Language Models
Xavier Suau
,
Pieter Delobelle
,
Katherine Metcalf
,
Armand Joulin
,
Nicholas Apostoloff
,
Luca Zappella
,
Pau Rodriguez
ICML
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
TMLR
2023
Homomorphic Self-Supervised Learning
T. Anderson Keller
,
Xavier Suau
,
Luca Zappella
ICML
2023
The Role of Entropy and Reconstruction in Multi-View Self-Supervised Learning
Borja Rodrı́guez Gálvez
,
Arno Blaas
,
Pau Rodriguez
,
Adam Golinski
,
Xavier Suau
,
Jason Ramapuram
,
Dan Busbridge
,
Luca Zappella
NeurIPSW
2021
Challenges of Adversarial Image Augmentations
Arno Blaas
,
Xavier Suau
,
Jason Ramapuram
,
Nicholas Apostoloff
,
Luca Zappella
ECCV
2012
INTAIRACT: Joint Hand Gesture and Fingertip Classification for Touchless Interaction
Xavier Suau
,
Marcel Alcoverro
,
Adolfo López-Mendez
,
Javier Ruiz Hidalgo
,
Josep R. Casas
ECCVW
2012
INTAIRACT: Joint Hand Gesture and Fingertip Classification for Touchless Interaction
Xavier Suau
,
Marcel Alcoverro
,
Adolfo López-Mendez
,
Javier Ruiz Hidalgo
,
Josep R. Casas