Xavier Suau

1. Controlling Language and Diffusion Models by Transporting Activations
   2024/10/30 by Pau Rodriguez, Pau Rodríguez, Arno Blaas +12 · 2 voices · 9 citations
   Computer Science · #Natural Language Processing Techniques #cs.AI #cs.CL #cs.CV #cs.LG
2. Whispering Experts: Neural Interventions for Toxicity Mitigation in Language Models
   2024/07/02 by Xavier Suau, Pieter Delobelle, Suau, Xavier +11 · 8 citations
   Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
3. Finding Experts in Transformer Models
   2020/05/15 by Xavier Suau, Luca Zappella, Suau, Xavier +3 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
4. DeepPCR: Parallelizing Sequential Operations in Neural Networks
   2023/09/28 by Federico Danieli, Miguel Sarabia, Danieli, Federico +7 · 4 citations
   Computer Science · Physics and Astronomy · Materials Science · #Stochastic Gradient Optimization Techniques #Model Reduction and Neural Networks #Machine Learning in Materials Science
5. How to Scale Your EMA
   2023/07/25 by Dan Busbridge, Busbridge, Dan, Jason Ramapuram +11 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Neural Networks and Applications
6. Homomorphic Self-Supervised Learning
   2022/11/15 by T. Anderson Keller, Xavier Suau, Keller, T. Anderson +3 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text and Document Classification Technologies
7. ParaRNN: Unlocking Parallel Training of Nonlinear RNNs for Large Language Models
   2025/10/24 by Federico Danieli, Pau Rodríguez, Danieli, Federico +7 · 2 citations
   Computer Science · Materials Science · Physics and Astronomy · #68T07 #68W10 #FOS: Computer and information sciences #I.2.7 #Machine Learning (cs.LG) #Machine Learning in Materials Science #Model Reduction and Neural Networks #Topic Modeling