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Hye-Seung Cho
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Journal Articles
- 2016
[j1]Hyoung-Gook Kim, Hye-Seung Cho, Jin Young Kim:
Robust audio fingerprinting using peak-pair-based hash of non-repeating foreground audio in a real environment. Clust. Comput. 19(1): 315-323 (2016)
Conference and Workshop Papers
- 2025
[c9]Seungdong Yoa, Seungjun Lee, Hye-Seung Cho, Bumsoo Kim, Woohyung Lim:
ImagePiece: Content-aware Re-tokenization for Efficient Image Recognition. AAAI 2025: 9544-9552
[c8]Moonjung Eo, Kyungeun Lee, Hye-Seung Cho, Dongmin Kim, Ye Seul Sim, Woohyung Lim:
Representation Space Augmentation for Effective Self-Supervised Learning on Tabular Data. AAAI 2025: 11625-11633
[c7]Suhee Yoon, Sanghyu Yoon, Ye Seul Sim, Sungik Choi, Kyungeun Lee, Hye-Seung Cho, Hankook Lee, Woohyung Lim:
Diffusion-based Semantic Outlier Generation via Nuisance Awareness for Out-of-Distribution Detection. AAAI 2025: 13078-13086
[c6]Kyungeun Lee
, Moonjung Eo
, Hye-Seung Cho
, Min-Kook Suh
, Seoyoon Kim
, Ye Seul Sim
, Suhee Yoon
, Sanghyu Yoon
, Woohyung Lim
:
Range-limited Augmentation for Few-shot Learning in Tabular Data with Comprehensive Benchmark. KDD (2) 2025: 1262-1273- 2024
[c5]Kyungeun Lee, Ye Seul Sim, Hye-Seung Cho, Moonjung Eo, Suhee Yoon, Sanghyu Yoon, Woohyung Lim:
Binning as a Pretext Task: Improving Self-Supervised Learning in Tabular Domains. ICML 2024- 2016
[c4]Hye-Seung Cho, Sang-Sun Ko, Hyoung-Gook Kim:
A robust audio identification for enhancing audio-based indoor localization. ICME Workshops 2016: 1-6- 2015
[c3]Hyoung-Gook Kim, Hye-Seung Cho, Jin Young Kim:
TV Advertisement Search Based on Audio Peak-Pair Hashing in Real Environments. ICITCS 2015: 1-4
[c2]Jun-Yong Lee, Hye-Seung Cho, Hyoung-Gook Kim:
Vocal separation from monaural music using adaptive auditory filtering based on kernel back-fitting. INTERSPEECH 2015: 3317-3320
[c1]Hye-Seung Cho, Jun-Yong Lee, Hyoung-Gook Kim:
Singing Voice Separation from Monaural Music Based on Kernel Back-Fitting Using Beta-Order Spectral Amplitude Estimation. ISMIR 2015: 639-644
Informal and Other Publications
- 2025
[i5]Kyungeun Lee, Moonjung Eo, Hye-Seung Cho, Dongmin Kim, Ye Seul Sim, Seoyoon Kim, Min-Kook Suh, Woohyung Lim:
MultiTab: A Comprehensive Benchmark Suite for Multi-Dimensional Evaluation in Tabular Domains. CoRR abs/2505.14312 (2025)
[i4]Sanghyu Yoon, Dongmin Kim, Suhee Yoon, Ye Seul Sim, Seungdong Yoa, Hye-Seung Cho, Soonyoung Lee, Hankook Lee, Woohyung Lim:
ReTabAD: A Benchmark for Restoring Semantic Context in Tabular Anomaly Detection. CoRR abs/2510.02060 (2025)- 2024
[i3]Kyungeun Lee, Ye Seul Sim, Hye-Seung Cho, Moonjung Eo, Suhee Yoon, Sanghyu Yoon, Woohyung Lim:
Binning as a Pretext Task: Improving Self-Supervised Learning in Tabular Domains. CoRR abs/2405.07414 (2024)
[i2]Suhee Yoon, Sanghyu Yoon, Hankook Lee, Ye Seul Sim, Sungik Choi, Kyungeun Lee, Hye-Seung Cho, Woohyung Lim:
Diffusion based Semantic Outlier Generation via Nuisance Awareness for Out-of-Distribution Detection. CoRR abs/2408.14841 (2024)
[i1]Seungdong Yoa, Seungjun Lee, Hye-Seung Cho, Bumsoo Kim, Woohyung Lim:
ImagePiece: Content-aware Re-tokenization for Efficient Image Recognition. CoRR abs/2412.16491 (2024)
Coauthor Index

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