Prati
Guan-Horng Liu
Guan-Horng Liu
Fundamental AI Research (FAIR), Meta
Potvrđena adresa e-pošte na meta.com - Početna stranica
Naslov
Citirano
Citirano
Godina
Likelihood Training of Schrödinger Bridge using Forward-Backward SDEs Theory
T Chen*, GH Liu*, EA Theodorou
ICLR 2022, 2021
1592021
ISB: Image-to-Image Schrödinger Bridge
GH Liu, A Vahdat, DA Huang, EA Theodorou, W Nie*, A Anandkumar*
ICML 2023, 2023
1582023
A bio-inspired hopping kangaroo robot with an active tail
GH Liu, HY Lin, HY Lin, ST Chen, PC Lin
Journal of Bionic Engineering (JBE) 2014, 2014
1122014
Deep learning theory review: An optimal control and dynamical systems perspective
GH Liu, EA Theodorou
preprint, 2019
862019
Learning end-to-end multimodal sensor policies for autonomous navigation
GH Liu, A Siravuru, S Prabhakar, M Veloso, G Kantor
CoRL 2017, 2017
862017
Deep Generalized Schrödinger Bridge
GH Liu, T Chen*, O So*, EA Theodorou
NeurIPS 2022 Oral, 2022
642022
Improved sampling via learned diffusions
L Richter*, J Berner*, GH Liu
ICML 2023 Workshop on New Frontiers in Learning, Control, and Dynamical Systems, 2023
492023
Variational Inference MPC using Tsallis Divergence
Z Wang*, O So*, J Gibson, B Vlahov, MS Gandhi, GH Liu, EA Theodorou
RSS 2021, 2021
312021
Mirror Diffusion Models for Constrained and Watermarked Generation
GH Liu, T Chen, EA Theodorou*, M Tao*
NeurIPS 2023, 2023
262023
Improving Generative Model-based Unfolding with Schrödinger Bridges
S Diefenbacher, GH Liu, V Mikuni, B Nachman, W Nie
Physical Review D, 2023
232023
Generalized Schrödinger Bridge Matching
GH Liu, Y Lipman, M Nickel, B Karrer, EA Theodorou, RTQ Chen
ICLR 2024, 2023
192023
Second-Order Neural ODE Optimizer
GH Liu, T Chen, EA Theodorou
NeurIPS 2021 Spotlight, 2021
192021
Differential Dynamic Programming Neural Optimizer
GH Liu, T Chen, E Theodorou
ICLR 2021 Spotlight, 2020
16*2020
Design of a kangaroo robot with dynamic jogging locomotion
GH Liu, HY Lin, HY Lin, ST Chen, PC Lin
SII 2013 (best paper), 306-311, 2013
142013
Deep Momentum Multi-Marginal Schrödinger Bridge
T Chen, GH Liu, M Tao, EA Theodorou
NeurIPS 2023, 2023
112023
Dynamic Game Theoretic Neural Optimizer
GH Liu, T Chen, EA Theodorou
ICML 2021 Oral, 2021
8*2021
Improving generative model-based unfolding with Schrödinger bridges (2023)
S Diefenbacher, GH Liu, V Mikuni, B Nachman, W Nie
arXiv preprint arXiv:2308.12351, 0
8
Augmented bridge matching
V De Bortoli, GH Liu, T Chen, EA Theodorou, W Nie
preprint, 2023
72023
Deep momentum multi-marginal schr\" odinger bridge
T Chen, GH Liu, M Tao, EA Theodorou
arXiv preprint arXiv:2303.01751, 2023
62023
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, ...
preprint, 2024
22024
Sustav trenutno ne može provesti ovu radnju. Pokušajte ponovo kasnije.
Članci 1–20