Binning as a Pretext Task: Improving Self-Supervised Learning in Tabular Domains. - Kyungeun Lee; Ye Seul Sim; Hye-Seung Cho; Moonjung Eo; Suhee Yoon; Sanghyu Yoon; Woohyung Lim (ICML, 2024)

Diffusion-based Semantic Outlier Generation via Nuisance Awareness for Out-of-Distribution Detection. - Suhee Yoon; Sanghyu Yoon; Ye Seul Sim; Sungik Choi; Kyungeun Lee; Hye-Seung Cho; Hankook Lee; Woohyung Lim (AAAI, 2025)