Luca Zappella
- Controlling Language and Diffusion Models by Transporting Activations
2024/10/30 by Pau Rodriguez, Pau Rodríguez, Rodriguez, Pau +12 · 2 voices · 10 citations
Computer Science · #Natural Language Processing Techniques #cs.AI #cs.CL #cs.CV #cs.LG
- 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
- Finding Experts in Transformer Models
2020/05/15 by Xavier Suau, Suau, Xavier, Luca Zappella +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
- 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
- The Role of Entropy and Reconstruction in Multi-View Self-Supervised Learning
2023/07/20 by Borja Rodríguez-Gálvez, Rodríguez-Gálvez, Borja, Arno Blaas +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
- 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
- ParaRNN: Unlocking Parallel Training of Nonlinear RNNs for Large Language Models
2025/10/24 by Federico Danieli, Danieli, Federico, Pau Rodríguez +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
- Evaluating Gender Bias Transfer between Pre-trained and Prompt-Adapted Language Models
2024/12/04 by Natalie Mackraz, Nivedha Sivakumar, Mackraz, Natalie +11 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- Attention to Mamba: A Recipe for Cross-Architecture Distillation
2026/04/01 by Abhinav Moudgil, Ningyuan Huang, Eeshan Gunesh Dhekane +3 · 1 voice · 1 citation
#cs.CL #cs.LG