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Lucio Mwinmaarong Dery
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Audio to body dynamics
E Shlizerman, L Dery, H Schoen, I Kemelmacher-Shlizerman
Proceedings of the IEEE conference on computer vision and pattern …, 2018
1552018
Weakly supervised classification in high energy physics
LM Dery, B Nachman, F Rubbo, A Schwartzman
Journal of High Energy Physics 2017 (5), 1-11, 2017
1412017
Finding" it": Weakly-supervised reference-aware visual grounding in instructional videos
DA Huang, S Buch, L Dery, A Garg, L Fei-Fei, JC Niebles
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
992018
Should we be pre-training? an argument for end-task aware training as an alternative
LM Dery, P Michel, A Talwalkar, G Neubig
International Conference on Learning Representations, 2022
242022
Auxiliary Task Update Decomposition: The Good, The Bad and The Neutral
LM Dery, Y Dauphin, D Grangier
International Conference on Learning Representations, 2021
242021
Neural networks for automated essay grading
H Nguyen, L Dery
CS224d Stanford reports, 1-11, 2016
232016
Cross-Modal Fine-Tuning: Align then Refine
J Shen, L Li, LM Dery, C Staten, M Khodak, G Neubig, A Talwalkar
International Conference on Machine Learning, 2023
92023
AANG: Automating Auxiliary Learning
LM Dery, P Michel, M Khodak, G Neubig, A Talwalkar
International Conference on Learning Representations, 2023
82023
Neural combinatorial optimization for solving jigsaw puzzles: A step towards unsupervised pre-training
L Dery, R Mengistu, O Awe
Stanford Univ., Stanford, CA, USA, Tech. Rep, 2017
62017
Multi-step Planning for Automated Hyperparameter Optimization with OptFormer
LM Dery, AL Friesen, N De Freitas, MA Ranzato, Y Chen
Foundation Models For Decision Making Workship - NeurIPS, 2022
22022
2nd Workshop on Mathematical and Empirical Understanding of Foundation Models
SM Xie, A Kumar, S Min, S Malladi, LM Dery, A Raghunathan, T Ma, ...
ICLR 2024 Workshops, 2024
2024
Multitask Learning Can Improve Worst-Group Outcomes
A Kulkarni, L Dery, A Setlur, A Raghunathan, A Talwalkar, G Neubig
TMLR 2024, 2024
2024
Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes
L Dery, S Kolawole, JF Kagey, V Smith, G Neubig, A Talwalkar
arXiv preprint arXiv:2402.05406, 2024
2024
DeMuX: Data-efficient Multilingual Learning
S Khanuja, S Gowriraj, L Dery, G Neubig
NAACL, 2024
2024
Transfer Learning for Structured Pruning under Limited Task Data
L Dery, D Grangier, A Hannun
ENLSP III Workshop (NeurIPS 2023), 2023
2023
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Articles 1–15