Lucio M. Dery

20 papers A* 6Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Latent Space Communication via K-V Cache Alignment.
CoRR
Lucio M. Dery, Zohar Yahav, Henry Prior, Qixuan Feng, Jiajun Shen, Arthur Szlam
2024 — conf
DeMuX: Data-efficient Multilingual Learning.
NAACL-HLT
Simran Khanuja, Srinivas Gowriraj, Lucio M. Dery, Graham Neubig
2024 J jnl
Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes.
CoRR
Lucio M. Dery, Steven Kolawole, Jean-François Kagey, Virginia Smith, Graham Neubig, Ameet Talwalkar
2024 J jnl
Multitask Learning Can Improve Worst-Group Outcomes.
Trans. Mach. Learn. Res.
Atharva Kulkarni, Lucio M. Dery, Amrith Setlur, Aditi Raghunathan, Ameet Talwalkar, Graham Neubig
2024 — —
On Resource Efficient Transfer Learning via End Task Aware Training
Lucio M. Dery
2023 A* conf
AANG : Automating Auxiliary Learning.
ICLR
Lucio M. Dery, Paul Michel, Mikhail Khodak, Graham Neubig, Ameet Talwalkar
2023 A* conf
Cross-Modal Fine-Tuning: Align then Refine.
ICML
Junhong Shen, Liam Li, Lucio M. Dery, Corey Staten, Mikhail Khodak, Graham Neubig, Ameet Talwalkar
2023 J jnl
Cross-Modal Fine-Tuning: Align then Refine.
CoRR
Junhong Shen, Liam Li, Lucio M. Dery, Corey Staten, Mikhail Khodak, Graham Neubig, Ameet Talwalkar
2023 J jnl
DeMuX: Data-efficient Multilingual Learning.
CoRR
Simran Khanuja, Srinivas Gowriraj, Lucio M. Dery, Graham Neubig
2023 J jnl
Multitask Learning Can Improve Worst-Group Outcomes.
CoRR
Atharva Kulkarni, Lucio M. Dery, Amrith Setlur, Aditi Raghunathan, Ameet Talwalkar, Graham Neubig
2023 J jnl
Transfer Learning for Structured Pruning under Limited Task Data.
CoRR
Lucio M. Dery, David Grangier, Awni Hannun
2022 J jnl
AANG: Automating Auxiliary Learning.
CoRR
Lucio M. Dery, Paul Michel, Mikhail Khodak, Graham Neubig, Ameet Talwalkar
2022 J jnl
Multi-step Planning for Automated Hyperparameter Optimization with OptFormer.
CoRR
Lucio M. Dery, Abram L. Friesen, Nando de Freitas, Marc'Aurelio Ranzato, Yutian Chen
2022 A* conf
Should We Be Pre-training? An Argument for End-task Aware Training as an Alternative.
ICLR
Lucio M. Dery, Paul Michel, Ameet Talwalkar, Graham Neubig
2021 J jnl
Auxiliary Task Update Decomposition: The Good, The Bad and The Neutral.
CoRR
Lucio M. Dery, Yann N. Dauphin, David Grangier
2021 A* conf
Auxiliary Task Update Decomposition: the Good, the Bad and the neutral.
ICLR
Lucio M. Dery, Yann N. Dauphin, David Grangier
2021 J jnl
Should We Be Pre-training? An Argument for End-task Aware Training as an Alternative.
CoRR
Lucio M. Dery, Paul Michel, Ameet Talwalkar, Graham Neubig
2018 A* conf
Audio to Body Dynamics.
CVPR
Eli Shlizerman, Lucio M. Dery, Hayden Schoen, Ira Kemelmacher-Shlizerman
2018 A* conf
Finding "It": Weakly-Supervised Reference-Aware Visual Grounding in Instructional Videos.
CVPR
De-An Huang, Shyamal Buch, Lucio M. Dery, Animesh Garg, Li Fei-Fei, Juan Carlos Niebles
2017 J jnl
Audio to Body Dynamics.
CoRR
Eli Shlizerman, Lucio M. Dery, Hayden Schoen, Ira Kemelmacher-Shlizerman