김희영Heeyoung Kim

20268편

• NeurIPST1

  Beyond Average Flatness: Domain-wise Flatness for Domain Generalization

  S. Choi and H. Kim

• Statistical Analysis and Data MiningT2

  Cluster-Based Classification for Mixed-Type Data Under Data Scarcity

  W. Doo, J. Choi, and H. Kim

• ICMLT1

  Courtroom Analogy: New Perspective on Uncertainty-Aware Classification

  T. Yoon and H. Kim

• Knowledge-Based SystemsT2

  DAMEL: Dual-Axis Multi-Expert Learning for Class-Imbalanced Learning

  H. Lee, T. Park, and H. Kim

• CIKMT1

  GT-PSSM: Unified Probabilistic Framework for Stochastic Dynamics Modeling and Dependency Learning in Multivariate Time Series Anomaly Detection

  W. Koo, J. Lee, T. Yoon, and H. Kim

• IEEE TASET2

  Knowledge-Assisted Multi-Graph Dependency Learning for Multivariate Time Series Anomaly Detection in Multi-Stage Industrial Processes

  J. Lee, T. Yoon, W. Koo, and H. Kim

• Technometrics

  Multimodal Deep Generative Model for Semi-Supervised Learning under Class Imbalance

  H. Yoon and H. Kim

• UAIT2

  Nonlocal Bayesian Modeling of Continuous Spatio-Temporal Dynamics

  J. Lee and H. Kim