Lucio M. Dery

1. Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes
   2024/02/08 by Steven Kolawole, Lucio M. Dery, Dery, Lucio +8 · 6 citations
   Computer Science · #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. AANG: Automating Auxiliary Learning
   2022/05/27 by Lucio M. Dery, Paul Michel, Dery, Lucio M. +7 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Software Engineering Research #Topic Modeling
3. Cross-Modal Fine-Tuning: Align then Refine
   2023/02/11 by Jun-Hong Shen, Liam Li, Shen, Junhong +11 · 2 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
4. Multi-step Planning for Automated Hyperparameter Optimization with OptFormer
   2022/10/10 by Lucio M. Dery, Abram L. Friesen, Dery, Lucio M. +7 · 1 citation
   Computer Science · #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Metaheuristic Optimization Algorithms Research
5. Transfer Learning for Structured Pruning under Limited Task Data
   2023/11/10 by Lucio M. Dery, David Grangier, Dery, Lucio +3 · 1 citation
   Computer Science · #Machine Learning and Data Classification #Domain Adaptation and Few-Shot Learning #Neural Networks and Applications
6. SkillSmith: Learning to Compose Parametric Skills and Textual Knowledge
   2026/07/29 by Lucio M. Dery, Benedict Aaron Tjandra, Siavash Samiei +4
   Computer Science · #cs.CL