Lucio M. Dery

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 18

Top Topics

Instructional Videos

Pruning Methods

Transfer Learning

Perceptual Information

Top Venues

Publications

Atharva Kulkarni, Lucio M. Dery, Amrith Setlur, Aditi Raghunathan, Ameet Talwalkar, Graham Neubig
Multitask Learning Can Improve Worst-Group Outcomes. Trans. Mach. Learn. Res. 2024 (2024)
Simran Khanuja, Srinivas Gowriraj, Lucio M. Dery, Graham Neubig
DeMuX: Data-efficient Multilingual Learning. NAACL-HLT (2024)
Lucio M. Dery, Steven Kolawole, Jean-Francois Kagey, Virginia Smith, Graham Neubig, Ameet Talwalkar
Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes. CoRR (2024)
Atharva Kulkarni, Lucio M. Dery, Amrith Setlur, Aditi Raghunathan, Ameet Talwalkar, Graham Neubig
Multitask Learning Can Improve Worst-Group Outcomes. CoRR (2023)
Lucio M. Dery, Paul Michel, Mikhail Khodak, Graham Neubig, Ameet Talwalkar
AANG : Automating Auxiliary Learning. ICLR (2023)
Junhong Shen, Liam Li, Lucio M. Dery, Corey Staten, Mikhail Khodak, Graham Neubig, Ameet Talwalkar
Cross-Modal Fine-Tuning: Align then Refine. ICML (2023)
Junhong Shen, Liam Li, Lucio M. Dery, Corey Staten, Mikhail Khodak, Graham Neubig, Ameet Talwalkar
Cross-Modal Fine-Tuning: Align then Refine. CoRR (2023)
Simran Khanuja, Srinivas Gowriraj, Lucio M. Dery, Graham Neubig
DeMuX: Data-efficient Multilingual Learning. CoRR (2023)
Lucio M. Dery, David Grangier, Awni Hannun
Transfer Learning for Structured Pruning under Limited Task Data. CoRR (2023)
Lucio M. Dery, Abram L. Friesen, Nando de Freitas, Marc'Aurelio Ranzato, Yutian Chen
Multi-step Planning for Automated Hyperparameter Optimization with OptFormer. CoRR (2022)
Lucio M. Dery, Paul Michel, Mikhail Khodak, Graham Neubig, Ameet Talwalkar
AANG: Automating Auxiliary Learning. CoRR (2022)
Lucio M. Dery, Paul Michel, Ameet Talwalkar, Graham Neubig
Should We Be Pre-training? An Argument for End-task Aware Training as an Alternative. ICLR (2022)
Lucio M. Dery, Yann N. Dauphin, David Grangier
Auxiliary Task Update Decomposition: The Good, The Bad and The Neutral. CoRR (2021)
Lucio M. Dery, Yann N. Dauphin, David Grangier
Auxiliary Task Update Decomposition: the Good, the Bad and the neutral. ICLR (2021)
Lucio M. Dery, Paul Michel, Ameet Talwalkar, Graham Neubig
Should We Be Pre-training? An Argument for End-task Aware Training as an Alternative. CoRR (2021)
De-An Huang, Shyamal Buch, Lucio M. Dery, Animesh Garg, Li Fei-Fei, Juan Carlos Niebles
Finding "It": Weakly-Supervised Reference-Aware Visual Grounding in Instructional Videos. CVPR (2018)
Eli Shlizerman, Lucio M. Dery, Hayden Schoen, Ira Kemelmacher-Shlizerman
Audio to Body Dynamics. CVPR (2018)
Eli Shlizerman, Lucio M. Dery, Hayden Schoen, Ira Kemelmacher-Shlizerman
Audio to Body Dynamics. CoRR (2017)