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Dimitris Papailiopoulos

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The Expressive Power of Tuning Only the Norm Layers

Feb 15, 2023
Angeliki Giannou, Shashank Rajput, Dimitris Papailiopoulos

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Looped Transformers as Programmable Computers

Jan 30, 2023
Angeliki Giannou, Shashank Rajput, Jy-yong Sohn, Kangwook Lee, Jason D. Lee, Dimitris Papailiopoulos

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Transformers as Algorithms: Generalization and Implicit Model Selection in In-context Learning

Jan 17, 2023
Yingcong Li, M. Emrullah Ildiz, Dimitris Papailiopoulos, Samet Oymak

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A Better Way to Decay: Proximal Gradient Training Algorithms for Neural Nets

Oct 06, 2022
Liu Yang, Jifan Zhang, Joseph Shenouda, Dimitris Papailiopoulos, Kangwook Lee, Robert D. Nowak

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LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning Tasks

Jun 15, 2022
Tuan Dinh, Yuchen Zeng, Ruisu Zhang, Ziqian Lin, Michael Gira, Shashank Rajput, Jy-yong Sohn, Dimitris Papailiopoulos, Kangwook Lee

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Utilizing Language-Image Pretraining for Efficient and Robust Bilingual Word Alignment

May 23, 2022
Tuan Dinh, Jy-yong Sohn, Shashank Rajput, Timothy Ossowski, Yifei Ming, Junjie Hu, Dimitris Papailiopoulos, Kangwook Lee

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Rare Gems: Finding Lottery Tickets at Initialization

Feb 24, 2022
Kartik Sreenivasan, Jy-yong Sohn, Liu Yang, Matthew Grinde, Alliot Nagle, Hongyi Wang, Kangwook Lee, Dimitris Papailiopoulos

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GenLabel: Mixup Relabeling using Generative Models

Jan 07, 2022
Jy-yong Sohn, Liang Shang, Hongxu Chen, Jaekyun Moon, Dimitris Papailiopoulos, Kangwook Lee

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Finding Everything within Random Binary Networks

Oct 22, 2021
Kartik Sreenivasan, Shashank Rajput, Jy-yong Sohn, Dimitris Papailiopoulos

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