Login / Signup
Alvin Heng
Publication Activity (10 Years)
Years Active: 2023-2024
Publications (10 Years): 6
Top Topics
Discriminative Methods
Discrete Data
State Space
Autoregressive
Top Venues
CoRR
ICML
NeurIPS
</>
Publications
</>
Alvin Heng
,
Alexandre H. Thiery
,
Harold Soh
Out-of-Distribution Detection with a Single Unconditional Diffusion Model.
CoRR
(2024)
Alvin Heng
,
Abdul Fatir Ansari
,
Harold Soh
Generative Modeling with Flow-Guided Density Ratio Learning.
CoRR
(2023)
Abdul Fatir Ansari
,
Alvin Heng
,
Andre Lim
,
Harold Soh
Neural Continuous-Discrete State Space Models for Irregularly-Sampled Time Series.
CoRR
(2023)
Abdul Fatir Ansari
,
Alvin Heng
,
Andre Lim
,
Harold Soh
Neural Continuous-Discrete State Space Models for Irregularly-Sampled Time Series.
ICML
(2023)
Alvin Heng
,
Harold Soh
Selective Amnesia: A Continual Learning Approach to Forgetting in Deep Generative Models.
CoRR
(2023)
Alvin Heng
,
Harold Soh
Selective Amnesia: A Continual Learning Approach to Forgetting in Deep Generative Models.
NeurIPS
(2023)