Conference

116. Yonggon Jung, Jun-Geol Baek, "Test-Time Adaptive Tabular Transformers via Memory-Aware Gating and Surprise-Driven Learning", ICCRD 2026: 2026 18th International Conference on Computer Research and Development, Singapole, 2026.01

115. Yongeun Jang, Jun-Geol Baek, "A Gated Attention-Based Semi-Supervised Learning Framework for Robust Representation on Label-Scarce Tabular Data", ICCRD 2026: 2026 18th International Conference on Computer Research and Development, Singapole, 2026.01

114. Hyebin Suh, Jun-Geol Baek, "DB-CL: Dual-Branch Continual Learning for Time-Series Anomaly Detection under Contextual Concept Drift", ICCRD 2026: 2026 18th International Conference on Computer Research and Development, Singapole, 2026.01

113. Sangjae Lee, Jun-Geol Baek, "A Data-Driven Framework for Handling Domain Shifts and Unknown Classes in Visual Recognition Systems", ICCRD 2026: 2026 18th International Conference on Computer Research and Development, Singapole, 2026.01

112. Yoonji Ha, Jun-Geol Baek, "Dynamic Test-Time Adaptation with Masked Autoencoder for Robust Anomaly Detection in Multivariate Time-Series", MLMI 2025: The 8th International Conference on Machine Learning and Machine Intelligence, Kyoto, Japan, 2025.07.

111. Keonhyeok Yoo, Jun-Geol Baek, "Contrastive Learning for Multivariate Time Series Anomaly Detection via Data Degradation", MLMI 2025: The 8th International Conference on Machine Learning and Machine Intelligence, Kyoto, Japan, 2025.07.

110. Jiyul Ham, Jun-Geol Baek, "DHR-CLIP: Dynamic High-Resolution Object-agnostic Prompt Learning for Zero-shot Anomaly Segmentation", ICAIIC 2025: International Conference on Artificial Intelligence in Information and Communication, Fukuoka, Japan, 2025.02.

109. Wonhwa Choi, Jun-Geol Baek, "Cyclic Pattern-based Anomaly Detection in Smart Manufacturing Systems using Contrastive Learning", ICAIIC 2025: International Conference on Artificial Intelligence in Information and Communication, Fukuoka, Japan, 2025.02.

108. Byoungmo Koo, Yuseon Byun, Jun-Geol Baek, "Decomposed Degradation Pattern Alignment for Domain Adaptation in Machine Remaining Useful Life Prediction", ICAIIC 2025: International Conference on Artificial Intelligence in Information and Communication, Fukuoka, Japan, 2025.02.

107. Kwanyong Park, Jun-geol Baek, "DSP R-CNN : Direct Set Prediction Region with Convolutional Neuron Networks features", ICAIIC 2024: International Conference on Artificial Intelligence in Information and Communication, Osaka, Japan, 2024. 02.