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Yongxin Chen
Yongxin Chen
Georgia Institute of Technology
Подтвержден адрес электронной почты в домене gatech.edu - Главная страница
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Процитировано
Процитировано
Год
Fast sampling of diffusion models with exponential integrator
Q Zhang, Y Chen
arXiv preprint arXiv:2204.13902, 2022
3922022
On the relation between optimal transport and Schrödinger bridges: A stochastic control viewpoint
Y Chen, TT Georgiou, M Pavon
Journal of Optimization Theory and Applications 169, 671-691, 2016
3362016
Optimal steering of a linear stochastic system to a final probability distribution, Part I
Y Chen, TT Georgiou, M Pavon
IEEE Transactions on Automatic Control 61 (5), 1158-1169, 2015
2812015
Hybrid block successive approximation for one-sided non-convex min-max problems: algorithms and applications
S Lu, I Tsaknakis, M Hong, Y Chen
IEEE Transactions on Signal Processing 68, 3676-3691, 2020
2062020
Stochastic control liaisons: Richard sinkhorn meets gaspard monge on a schrodinger bridge
Y Chen, TT Georgiou, M Pavon
Siam Review 63 (2), 249-313, 2021
1702021
Provably global convergence of actor-critic: A case for linear quadratic regulator with ergodic cost
Z Yang, Y Chen, M Hong, Z Wang
Advances in neural information processing systems 32, 2019
1592019
Optimal transport for Gaussian mixture models
Y Chen, TT Georgiou, A Tannenbaum
IEEE Access 7, 6269-6278, 2018
1542018
Optimal transport over a linear dynamical system
Y Chen, TT Georgiou, M Pavon
IEEE Transactions on Automatic Control 62 (5), 2137-2152, 2016
1392016
Entropic and displacement interpolation: a computational approach using the Hilbert metric
Y Chen, T Georgiou, M Pavon
SIAM Journal on Applied Mathematics 76 (6), 2375-2396, 2016
1272016
gddim: Generalized denoising diffusion implicit models
Q Zhang, M Tao, Y Chen
arXiv preprint arXiv:2206.05564, 2022
1222022
Optimal transport in systems and control
Y Chen, TT Georgiou, M Pavon
Annual Review of Control, Robotics, and Autonomous Systems 4 (1), 89-113, 2021
1122021
Diffusion normalizing flow
Q Zhang, Y Chen
Advances in neural information processing systems 34, 16280-16291, 2021
1052021
Path integral sampler: a stochastic control approach for sampling
Q Zhang, Y Chen
arXiv preprint arXiv:2111.15141, 2021
982021
Matrix optimal mass transport: a quantum mechanical approach
Y Chen, TT Georgiou, A Tannenbaum
IEEE Transactions on Automatic Control 63 (8), 2612-2619, 2017
912017
Network curvature as a hallmark of brain structural connectivity
H Farooq, Y Chen, TT Georgiou, A Tannenbaum, C Lenglet
Nature communications 10 (1), 4937, 2019
832019
Loss-guided diffusion models for plug-and-play controllable generation
J Song, Q Zhang, H Yin, M Mardani, MY Liu, J Kautz, Y Chen, A Vahdat
International Conference on Machine Learning, 32483-32498, 2023
762023
Actor-critic provably finds Nash equilibria of linear-quadratic mean-field games
Z Fu, Z Yang, Y Chen, Z Wang
arXiv preprint arXiv:1910.07498, 2019
712019
Improved analysis for a proximal algorithm for sampling
Y Chen, S Chewi, A Salim, A Wibisono
Conference on Learning Theory, 2984-3014, 2022
692022
Diffcollage: Parallel generation of large content with diffusion models
Q Zhang, J Song, X Huang, Y Chen, MY Liu
2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR …, 2023
672023
Variational Wasserstein gradient flow
J Fan, Q Zhang, A Taghvaei, Y Chen
arXiv preprint arXiv:2112.02424, 2021
672021
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