Rodríguez, Pau

1. Regularizing CNNs with Locally Constrained Decorrelations
   2016/11/07 by Pau Rodríguez, Jordi Gonzàlez, Rodríguez, Pau +7 · 6 citations
   Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
2. Continual Learning with Foundation Models: An Empirical Study of Latent Replay
   2022/04/30 by Оleksiy Ostapenko, Ostapenko, Oleksiy, Timothée Lesort +11 · 7 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning
3. Whispering Experts: Neural Interventions for Toxicity Mitigation in Language Models
   2024/07/02 by Xavier Suau, Suau, Xavier, Pieter Delobelle +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
4. DeepPCR: Parallelizing Sequential Operations in Neural Networks
   2023/09/28 by Federico Danieli, Danieli, Federico, Miguel Sarabia +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. Challenging Common Assumptions about Catastrophic Forgetting
   2022/07/10 by Timothée Lesort, Оleksiy Ostapenko, Lesort, Timothée +11 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
6. The Role of Entropy and Reconstruction in Multi-View Self-Supervised Learning
   2023/07/20 by Borja Rodríguez-Gálvez, Arno Blaas, Rodríguez-Gálvez, Borja +13 · 2 citations
   Computer Science · Social Sciences · #Advanced Computing and Algorithms #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Video Surveillance and Tracking Methods
7. Interpreting CLIP: Insights on the Robustness to ImageNet Distribution Shifts
   2023/10/19 by Crabbé, Jonathan, Rodríguez, Pau, Shankar, Vaishaal +2 · 2 citations
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)