Chung, Hye Won

16 publications

NeurIPS 2025 CovMatch: Cross-Covariance Guided Multimodal Dataset Distillation with Trainable Text Encoder Yongmin Lee, Hye Won Chung

TMLR 2025 Label Distribution Shift-Aware Prediction Refinement for Test-Time Adaptation Minguk Jang, Hye Won Chung

ICLR 2025 Rethinking Self-Distillation: Label Averaging and Enhanced Soft Label Refinement with Partial Labels Hyeonsu Jeong, Hye Won Chung

NeurIPS 2025 SNAP: Low-Latency Test-Time Adaptation with Sparse Updates Hyeongheon Cha, Dong Min Kim, Hye Won Chung, Taesik Gong, Sung-Ju Lee

NeurIPS 2025 VIPAMIN: Visual Prompt Initialization via Embedding Selection and Subspace Expansion Jaekyun Park, Hye Won Chung

ICML 2024 BWS: Best Window Selection Based on Sample Scores for Data Pruning Across Broad Ranges Hoyong Choi, Nohyun Ki, Hye Won Chung

TMLR 2024 Representation Norm Amplification for Out-of-Distribution Detection in Long-Tail Learning Dong Geun Shin, Hye Won Chung

ICML 2024 SelMatch: Effectively Scaling up Dataset Distillation via Selection-Based Initialization and Partial Updates by Trajectory Matching Yongmin Lee, Hye Won Chung

ICLR 2023 Data Valuation Without Training of a Model Ki Nohyun, Hoyong Choi, Hye Won Chung

ICML 2023 Efficient Algorithms for Exact Graph Matching on Correlated Stochastic Block Models with Constant Correlation Joonhyuk Yang, Dongpil Shin, Hye Won Chung

NeurIPS 2023 Rank-1 Matrix Completion with Gradient Descent and Small Random Initialization Daesung Kim, Hye Won Chung

ICML 2023 Recovering Top-Two Answers and Confusion Probability in Multi-Choice Crowdsourcing Hyeonsu Jeong, Hye Won Chung

ICLR 2023 Test-Time Adaptation via Self-Training with Nearest Neighbor Information Minguk Jang, Sae-Young Chung, Hye Won Chung

ICML 2021 Detection of Signal in the Spiked Rectangular Models Ji Hyung Jung, Hye Won Chung, Ji Oon Lee

NeurIPS 2021 Self-Diagnosing GAN: Diagnosing Underrepresented Samples in Generative Adversarial Networks Jinhee Lee, Haeri Kim, Youngkyu Hong, Hye Won Chung

ICML 2019 Weak Detection of Signal in the Spiked Wigner Model Hye Won Chung, Ji Oon Lee