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Sungik Choi

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Projection Regret: Reducing Background Bias for Novelty Detection via Diffusion Models

Dec 05, 2023
Sungik Choi, Hankook Lee, Honglak Lee, Moontae Lee

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Observation-Guided Diffusion Probabilistic Models

Oct 06, 2023
Junoh Kang, Jinyoung Choi, Sungik Choi, Bohyung Han

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Transferring Pre-trained Multimodal Representations with Cross-modal Similarity Matching

Jan 07, 2023
Byoungjip Kim, Sungik Choi, Dasol Hwang, Moontae Lee, Honglak Lee

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Unsupervised Visual Representation Learning via Mutual Information Regularized Assignment

Nov 04, 2022
Dong Hoon Lee, Sungik Choi, Hyunwoo Kim, Sae-Young Chung

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Novelty Detection Via Blurring

Jan 07, 2020
Sungik Choi, Sae-Young Chung

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Sample-Efficient Deep Reinforcement Learning via Episodic Backward Update

May 31, 2018
Su Young Lee, Sungik Choi, Sae-Young Chung

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