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Kimin Lee

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Promptable Behaviors: Personalizing Multi-Objective Rewards from Human Preferences

Dec 14, 2023
Minyoung Hwang, Luca Weihs, Chanwoo Park, Kimin Lee, Aniruddha Kembhavi, Kiana Ehsani

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InstructBooth: Instruction-following Personalized Text-to-Image Generation

Dec 04, 2023
Daewon Chae, Nokyung Park, Jinkyu Kim, Kimin Lee

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Guide Your Agent with Adaptive Multimodal Rewards

Sep 19, 2023
Changyeon Kim, Younggyo Seo, Hao Liu, Lisa Lee, Jinwoo Shin, Honglak Lee, Kimin Lee

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StyleDrop: Text-to-Image Generation in Any Style

Jun 01, 2023
Kihyuk Sohn, Nataniel Ruiz, Kimin Lee, Daniel Castro Chin, Irina Blok, Huiwen Chang, Jarred Barber, Lu Jiang, Glenn Entis, Yuanzhen Li, Yuan Hao, Irfan Essa, Michael Rubinstein, Dilip Krishnan

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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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Preference Transformer: Modeling Human Preferences using Transformers for RL

Mar 02, 2023
Changyeon Kim, Jongjin Park, Jinwoo Shin, Honglak Lee, Pieter Abbeel, Kimin Lee

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Aligning Text-to-Image Models using Human Feedback

Feb 23, 2023
Kimin Lee, Hao Liu, Moonkyung Ryu, Olivia Watkins, Yuqing Du, Craig Boutilier, Pieter Abbeel, Mohammad Ghavamzadeh, Shixiang Shane Gu

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Controllability-Aware Unsupervised Skill Discovery

Feb 13, 2023
Seohong Park, Kimin Lee, Youngwoon Lee, Pieter Abbeel

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Multi-View Masked World Models for Visual Robotic Manipulation

Feb 05, 2023
Younggyo Seo, Junsu Kim, Stephen James, Kimin Lee, Jinwoo Shin, Pieter Abbeel

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Instruction-Following Agents with Jointly Pre-Trained Vision-Language Models

Oct 24, 2022
Hao Liu, Lisa Lee, Kimin Lee, Pieter Abbeel

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