Heng, Alvin

6 publications

ICLRW 2025 Detecting Covariate Shifts with Vision-Language Foundation Models Alvin Heng, Harold Soh

ECML-PKDD 2024 Generative Modeling with Flow-Guided Density Ratio Learning Alvin Heng, Abdul Fatir Ansari, Harold Soh

NeurIPS 2024 Out-of-Distribution Detection with a Single Unconditional Diffusion Model Alvin Heng, Alexandre H. Thiery, Harold Soh

ICMLW 2023 Continual Learning for Forgetting in Deep Generative Models Alvin Heng, Harold Soh

ICML 2023 Neural Continuous-Discrete State Space Models for Irregularly-Sampled Time Series Abdul Fatir Ansari, Alvin Heng, Andre Lim, Harold Soh

NeurIPS 2023 Selective Amnesia: A Continual Learning Approach to Forgetting in Deep Generative Models Alvin Heng, Harold Soh