Alvin Heng

According to our database, Alvin Heng authored at least 5 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Know When to Abstain: Optimal Selective Classification with Likelihood Ratios.

Alvin Heng, Harold Soh

CoRR, May, 2025

2024

Generative Modeling with Flow-Guided Density Ratio Learning.

Alvin Heng, Abdul Fatir Ansari, Harold Soh

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

Out-of-Distribution Detection with a Single Unconditional Diffusion Model.

Alvin Heng, Alexandre H. Thiery, Harold Soh

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Selective Amnesia: A Continual Learning Approach to Forgetting in Deep Generative Models.

Alvin Heng, Harold Soh

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Neural Continuous-Discrete State Space Models for Irregularly-Sampled Time Series.

Abdul Fatir Ansari, Alvin Heng, Andre Lim, Harold Soh

Proceedings of the International Conference on Machine Learning, 2023