Finding "It": Weakly-Supervised Reference-Aware Visual Grounding in Instructional Videos. - De-An Huang; Shyamal Buch; Lucio M. Dery; Animesh Garg; Li Fei-Fei 001; Juan Carlos Niebles (CVPR, 2018)

Audio to Body Dynamics. - Eli Shlizerman; Lucio M. Dery; Hayden Schoen; Ira Kemelmacher-Shlizerman (CVPR, 2018)

Auxiliary Task Update Decomposition: the Good, the Bad and the neutral. - Lucio M. Dery; Yann N. Dauphin; David Grangier (ICLR, 2021)

Should We Be Pre-training? An Argument for End-task Aware Training as an Alternative. - Lucio M. Dery; Paul Michel; Ameet Talwalkar; Graham Neubig (ICLR, 2022)

Multi-step Planning for Automated Hyperparameter Optimization with OptFormer. - Lucio M. Dery; Abram L. Friesen; Nando de Freitas; Marc'Aurelio Ranzato; Yutian Chen 001 (CoRR, 2022)

AANG : Automating Auxiliary Learning. - Lucio M. Dery; Paul Michel; Mikhail Khodak; Graham Neubig; Ameet Talwalkar (ICLR, 2023)

Cross-Modal Fine-Tuning: Align then Refine. - Junhong Shen; Liam Li; Lucio M. Dery; Corey Staten; Mikhail Khodak; Graham Neubig; Ameet Talwalkar (ICML, 2023)

Transfer Learning for Structured Pruning under Limited Task Data. - Lucio M. Dery; David Grangier; Awni Hannun (CoRR, 2023)

DeMuX: Data-efficient Multilingual Learning. - Simran Khanuja; Srinivas Gowriraj; Lucio M. Dery; Graham Neubig (NAACL-HLT, 2024)

Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes. - Lucio M. Dery; Steven Kolawole; Jean-François Kagey; Virginia Smith; Graham Neubig; Ameet Talwalkar (CoRR, 2024)

Multitask Learning Can Improve Worst-Group Outcomes. - Atharva Kulkarni; Lucio M. Dery; Amrith Setlur; Aditi Raghunathan; Ameet Talwalkar; Graham Neubig (Trans. Mach. Learn. Res., 2024)

On Resource Efficient Transfer Learning via End Task Aware Training - Lucio M. Dery (2024)