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Sungik Choi
Sungik Choi
lg ai research
lgresearch.ai의 이메일 확인됨
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Sample-efficient deep reinforcement learning via episodic backward update
SY Lee, S Choi, SY Chung
NeurIPS 2019, 2018
902018
Novelty Detection Via Blurring
S Choi, SY Chung
ICLR, 2020
372020
Transferring Pre-trained Multimodal Representations with Cross-modal Similarity Matching
B Kim, S Choi, D Hwang, M Lee, H Lee
Advances in Neural Information Processing Systems, 2022
62022
Design of superposition polar coding for binary-input less-noisy broadcast channels
S Choi, SY Chung
ICT Express 3 (3), 111-114, 2017
32017
Projection Regret: Reducing Background Bias for Novelty Detection via Diffusion Models
S Choi, H Lee, H Lee, M Lee
NeurIPS 2023, 2023
22023
Unsupervised Visual Representation Learning via Mutual Information Regularized Assignment
DH Lee, S Choi, H Kim, SY Chung
NeurIPS 2022, 2022
22022
Polar Code Design for Noisy Blackwell Channels
L Zhao, SI Choi, SY Chung
IEEE Communications Letters 20 (8), 1495-1498, 2016
12016
Learning Equi-angular Representations for Online Continual Learning
M Seo, H Koh, W Jeung, M Lee, S Kim, H Lee, S Cho, S Choi, H Kim, ...
arXiv preprint arXiv:2404.01628, 2024
2024
Observation-Guided Diffusion Probabilistic Models
J Kang, J Choi, S Choi, B Han
arXiv preprint arXiv:2310.04041, 2023
2023
Data coding to reduce read-sensing operations in storage device
D Lee, SY Chung, L Zhao, S Choi, J Kong, C Seol, H So, HR Son
US Patent 10,459,788, 2019
2019
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