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Tianrong Chen
Tianrong Chen
georgia institute of technology
Dirección de correo verificada de gatech.edu
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Likelihood Training of Schr\" odinger Bridge using Forward-Backward SDEs Theory
T Chen, GH Liu, EA Theodorou
International Conference on Learning Representation (ICLR2022), 2021
842021
Deep Generalized Schr\" odinger Bridge
GH Liu, T Chen, O So, EA Theodorou
Advances in Neural Information Processing Systems (NeurIPS 2022), 2022
362022
Second-Order Neural ODE Optimizer
GH Liu, T Chen, E Theodorou
Advances in Neural Information Processing Systems (NeurIPS 2021) 34, 2021
142021
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
142020
DDPNOpt: Differential Dynamic Programming Neural Optimizer
GH Liu, T Chen, EA Theodorou
International Conference on Learning Representation (ICLR2021), 2020
14*2020
Dynamic Game Theoretic Neural Optimizer
GH Liu, T Chen, EA Theodorou
International Conference on Machine Learning (ICML 2021), 2021
7*2021
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
62024
Large-Scale Multi-Agent Deep FBSDEs
T Chen, ZO Wang, I Exarchos, E Theodorou
International Conference on Machine Learning (ICML 2021), 1740-1748, 2021
62021
Deep momentum multi-marginal Schrödinger bridge
T Chen, GH Liu, M Tao, E Theodorou
Advances in Neural Information Processing Systems 36, 2024
32024
Deep Momentum Multi-Marginal Schr\" odinger Bridge
T Chen, GH Liu, M Tao, EA Theodorou
Conference on Neural Information Processing Systems (NeurIPS 2023), 2023
32023
Deep Graphic FBSDEs for Opinion Dynamics Stochastic Control
T Chen, Z Wang, EA Theodorou
61th IEEE Conference on Decision and Control (CDC 2022), 2022
22022
Augmented Bridge Matching
V De Bortoli, GH Liu, T Chen, EA Theodorou, W Nie
arXiv preprint arXiv:2311.06978, 2023
12023
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
Quantum State Generation with Structure-Preserving Diffusion Model
Y Zhu, T Chen, EA Theodorou, X Chen, M Tao
arXiv preprint arXiv:2404.06336, 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
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
2023
Game Theoretic Neural ODE Optimizer
P Theodoropoulos, GH Liu, T Chen, E Theodorou
ICML Workshop on New Frontiers in Learning, Control, and Dynamical Systems, 2023
2023
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Artículos 1–17