Likelihood Training of Schr\" odinger Bridge using Forward-Backward SDEs Theory T Chen, GH Liu, EA Theodorou International Conference on Learning Representation (ICLR2022), 2021 | 107 | 2021 |
Deep Generalized Schr\" odinger Bridge GH Liu, T Chen, O So, EA Theodorou Advances in Neural Information Processing Systems (NeurIPS 2022), 2022 | 44 | 2022 |
Second-Order Neural ODE Optimizer GH Liu, T Chen, E Theodorou Advances in Neural Information Processing Systems (NeurIPS 2021) 34, 2021 | 18 | 2021 |
Feynman-Kac Neural Network Architectures for Stochastic Control Using Second-Order FBSDE Theory M Pereira, Z Wang, T Chen, E Reed, E Theodorou Learning for Dynamics and Control (L4DC 2020), 728-738, 2020 | 16 | 2020 |
DDPNOpt: Differential Dynamic Programming Neural Optimizer GH Liu, T Chen, EA Theodorou International Conference on Learning Representation (ICLR2021), 2020 | 15* | 2020 |
Mirror diffusion models for constrained and watermarked generation GH Liu, T Chen, E Theodorou, M Tao Advances in Neural Information Processing Systems (NeurIPS2023) 36, 2024 | 10 | 2024 |
Deep multi-marginal momentum schrödinger bridge T Chen, G Liu, M Tao, EA Theodorou Proceedings of the 37th International Conference on Neural Information …, 2023 | 9* | 2023 |
Dynamic Game Theoretic Neural Optimizer GH Liu, T Chen, EA Theodorou International Conference on Machine Learning (ICML 2021), 2021 | 7* | 2021 |
Large-Scale Multi-Agent Deep FBSDEs T Chen, ZO Wang, I Exarchos, E Theodorou International Conference on Machine Learning (ICML 2021), 1740-1748, 2021 | 6 | 2021 |
Generative Modeling with Phase Stochastic Bridges T Chen, J Gu, L Dinh, EA Theodorou, J Susskind, S Zhai International Conference on Learning Representation (ICLR2024), 2023 | 5 | 2023 |
Augmented bridge matching V De Bortoli, GH Liu, T Chen, EA Theodorou, W Nie arXiv preprint arXiv:2311.06978, 2023 | 4 | 2023 |
Quantum state generation with structure-preserving diffusion model Y Zhu, T Chen, EA Theodorou, X Chen, M Tao arXiv preprint arXiv:2404.06336, 2024 | 2 | 2024 |
Deep Graphic FBSDEs for Opinion Dynamics Stochastic Control T Chen, Z Wang, EA Theodorou 61th IEEE Conference on Decision and Control (CDC 2022), 2022 | 2 | 2022 |
Trivialized Momentum Facilitates Diffusion Generative Modeling on Lie Groups Y Zhu, T Chen, L Kong, EA Theodorou, M Tao arXiv preprint arXiv:2405.16381, 2024 | | 2024 |
React-OT: Optimal Transport for Generating Transition State in Chemical Reactions C Duan, GH Liu, Y Du, T Chen, Q Zhao, H Jia, CP Gomes, EA Theodorou, ... arXiv preprint arXiv:2404.13430, 2024 | | 2024 |
A ROBUST DIFFERENTIAL NEURAL ODE OPTIMIZER P Theodoropoulos, GH Liu, T Chen, AD Saravanos, E Theodorou The Twelfth International Conference on Learning Representations (ICLR2024), 2023 | | 2023 |