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Vector-Valued Variation Spaces and Width Bounds for DNNs: Insights on Weight Decay Regularization


May 25, 2023
Joseph Shenouda, Rahul Parhi, Kangwook Lee, Robert D. Nowak

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DPOK: Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models


May 25, 2023
Ying Fan, Olivia Watkins, Yuqing Du, Hao Liu, Moonkyung Ryu, Craig Boutilier, Pieter Abbeel, Mohammad Ghavamzadeh, Kangwook Lee, Kimin Lee

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Prompted LLMs as Chatbot Modules for Long Open-domain Conversation


May 08, 2023
Gibbeum Lee, Volker Hartmann, Jongho Park, Dimitris Papailiopoulos, Kangwook Lee

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* Accepted to the Findings of ACL2023. The camera-ready version with additional experimental results will be uploaded 

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Improving Fair Training under Correlation Shifts


Feb 05, 2023
Yuji Roh, Kangwook Lee, Steven Euijong Whang, Changho Suh

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Optimizing DDPM Sampling with Shortcut Fine-Tuning


Feb 01, 2023
Ying Fan, Kangwook Lee

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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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Score-based Generative Modeling Secretly Minimizes the Wasserstein Distance


Dec 13, 2022
Dohyun Kwon, Ying Fan, Kangwook Lee

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* 36th Conference on Neural Information Processing Systems (NeurIPS 2022) 

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Outlier-Robust Group Inference via Gradient Space Clustering


Oct 13, 2022
Yuchen Zeng, Kristjan Greenewald, Kangwook Lee, Justin Solomon, Mikhail Yurochkin

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* 17 pages, 6 tables, 8 figures 

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Equal Improvability: A New Fairness Notion Considering the Long-term Impact


Oct 13, 2022
Ozgur Guldogan, Yuchen Zeng, Jy-yong Sohn, Ramtin Pedarsani, Kangwook Lee

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* Codes are available in a GitHub repository, see https://github.com/guldoganozgur/ei_fairness. 19 pages, 5 figures, 4 tables 

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