Convergence for score-based generative modeling with polynomial complexity H Lee, J Lu, Y Tan Advances in Neural Information Processing Systems 35, 22870-22882, 2022 | 105 | 2022 |
Convergence of score-based generative modeling for general data distributions H Lee, J Lu, Y Tan International Conference on Algorithmic Learning Theory, 946-985, 2023 | 100 | 2023 |
Convergence of flow-based generative models via proximal gradient descent in Wasserstein space X Cheng, J Lu, Y Tan, Y Xie IEEE Transactions on Information Theory, 2024 | 8 | 2024 |
More Efficient Randomized Exploration for Reinforcement Learning via Approximate Sampling H Ishfaq, Y Tan, Y Yang, Q Lan, J Lu, AR Mahmood, D Precup, P Xu arXiv preprint arXiv:2406.12241, 2024 | | 2024 |
Variational Schr\" odinger Diffusion Models W Deng, W Luo, Y Tan, M Biloš, Y Chen, Y Nevmyvaka, RTQ Chen arXiv preprint arXiv:2405.04795, 2024 | | 2024 |
Analysis of Score-based Generative Models Y Tan Duke University, 2024 | | 2024 |