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Alvin Heng
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Selective amnesia: A continual learning approach to forgetting in deep generative models
A Heng, H Soh
Advances in Neural Information Processing Systems 36, 2024
1042024
Optimal fee structure for efficient lightning networks
A Heng, L Feng, SA Cheong, RSM Goh
2018 IEEE 24th International Conference on Parallel and Distributed Systems …, 2018
232018
Three-magnon bound state in the quasi-one-dimensional antiferromagnet α-NaMnO 2
RL Dally*, A Heng*, A Keselman, MM Bordelon, MB Stone, L Balents, ...
Physical Review Letters 124 (19), 197203, 2020
212020
Neural continuous-discrete state space models for irregularly-sampled time series
AF Ansari, A Heng, A Lim, H Soh
International Conference on Machine Learning, 926-951, 2023
192023
Pair hopping in systems of strongly interacting hard-core bosons
A Heng, W Guo, AW Sandvik, P Sengupta
Physical Review B 100 (10), 104433, 2019
82019
Generative Modeling with Flow-Guided Density Ratio Learning
A Heng, AF Ansari, H Soh
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2024
3*2024
Continual Learning for Forgetting in Deep Generative Models
A Heng, H Soh
Challenges in Deployable Generative AI Workshop ICML 2023, 2023
22023
Out-of-Distribution Detection with a Single Unconditional Diffusion Model
A Heng, AH Thiery, H Soh
Advances in Neural Information Processing Systems 37, 2024
12024
Numerical studies of magnon bound states in the planar antiferromagnet α-NaMnO2
A Heng
Nanyang Technological University, 2020
2020
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