Guan-Horng Liu

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 29

Top Topics

Hamilton Jacobi

Distance Transform

Dynamic Programming

Top Venues

Publications

Chenru Duan, Guan-Horng Liu, Yuanqi Du, Tianrong Chen, Qiyuan Zhao, Haojun Jia, Carla P. Gomes, Evangelos A. Theodorou, Heather J. Kulik
React-OT: Optimal Transport for Generating Transition State in Chemical Reactions. CoRR (2024)
Guan-Horng Liu, Yaron Lipman, Maximilian Nickel, Brian Karrer, Evangelos A. Theodorou, Ricky T. Q. Chen
Generalized Schrödinger Bridge Matching. ICLR (2024)
Panagiotis Theodoropoulos, Guan-Horng Liu, Tianrong Chen, Augustinos D. Saravanos, Evangelos A. Theodorou
A robust differential Neural ODE Optimizer. ICLR (2024)
Tianrong Chen, Guan-Horng Liu, Molei Tao, Evangelos A. Theodorou
Deep Momentum Multi-Marginal Schrödinger Bridge. CoRR (2023)
Guan-Horng Liu, Yaron Lipman, Maximilian Nickel, Brian Karrer, Evangelos A. Theodorou, Ricky T. Q. Chen
Generalized Schrödinger Bridge Matching. CoRR (2023)
Lorenz Richter, Julius Berner, Guan-Horng Liu
Improved sampling via learned diffusions. CoRR (2023)
Sascha Diefenbacher, Guan-Horng Liu, Vinicius Mikuni, Benjamin Nachman, Weili Nie
Improving Generative Model-based Unfolding with Schrödinger Bridges. CoRR (2023)
Valentin De Bortoli, Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou, Weilie Nie
Augmented Bridge Matching. CoRR (2023)
Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou, Molei Tao
Mirror Diffusion Models for Constrained and Watermarked Generation. NeurIPS (2023)
Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou, Molei Tao
Mirror Diffusion Models for Constrained and Watermarked Generation. CoRR (2023)
Guan-Horng Liu, Arash Vahdat, De-An Huang, Evangelos A. Theodorou, Weili Nie, Anima Anandkumar
SB: Image-to-Image Schrödinger Bridge. ICML (2023)
Guan-Horng Liu, Arash Vahdat, De-An Huang, Evangelos A. Theodorou, Weili Nie, Anima Anandkumar
SB: Image-to-Image Schrödinger Bridge. CoRR (2023)
Tianrong Chen, Guan-Horng Liu, Molei Tao, Evangelos A. Theodorou
Deep Momentum Multi-Marginal Schrödinger Bridge. NeurIPS (2023)
Guan-Horng Liu, Tianrong Chen, Oswin So, Evangelos A. Theodorou
Deep Generalized Schrödinger Bridge. NeurIPS (2022)
Tianrong Chen, Guan-Horng Liu, Evangelos A. Theodorou
Likelihood Training of Schrödinger Bridge using Forward-Backward SDEs Theory. ICLR (2022)
Guan-Horng Liu, Tianrong Chen, Oswin So, Evangelos A. Theodorou
Deep Generalized Schrödinger Bridge. CoRR (2022)
Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou
Dynamic Game Theoretic Neural Optimizer. CoRR (2021)
Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou
Dynamic Game Theoretic Neural Optimizer. ICML (2021)
Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou
Second-Order Neural ODE Optimizer. CoRR (2021)
Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou
DDPNOpt: Differential Dynamic Programming Neural Optimizer. ICLR (2021)
Ziyi Wang, Oswin So, Jason Gibson, Bogdan I. Vlahov, Manan Gandhi, Guan-Horng Liu, Evangelos A. Theodorou
Variational Inference MPC using Tsallis Divergence. Robotics: Science and Systems (2021)
Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou
Second-Order Neural ODE Optimizer. NeurIPS (2021)
Tianrong Chen, Guan-Horng Liu, Evangelos A. Theodorou
Likelihood Training of Schrödinger Bridge using Forward-Backward SDEs Theory. CoRR (2021)
Ziyi Wang, Oswin So, Jason Gibson, Bogdan I. Vlahov, Manan S. Gandhi, Guan-Horng Liu, Evangelos A. Theodorou
Variational Inference MPC using Tsallis Divergence. CoRR (2021)
Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou
A Differential Game Theoretic Neural Optimizer for Training Residual Networks. CoRR (2020)
Guan-Horng Liu, Tianrong Chen, Evangelos A. Theodorou
Differential Dynamic Programming Neural Optimizer. CoRR (2020)
Guan-Horng Liu, Evangelos A. Theodorou
Deep Learning Theory Review: An Optimal Control and Dynamical Systems Perspective. CoRR (2019)
Guan-Horng Liu, Avinash Siravuru, Sai P. Selvaraj, Manuela M. Veloso, George Kantor
Learning End-to-end Multimodal Sensor Policies for Autonomous Navigation. CoRL (2017)
Guan-Horng Liu, Avinash Siravuru, Sai P. Selvaraj, Manuela M. Veloso, George Kantor
Learning End-to-end Multimodal Sensor Policies for Autonomous Navigation. CoRR (2017)
Guan-Horng Liu, Hou-Yi Lin, Huai-Yu Lin, Shao-Tuan Chen, Pei-Chun Lin
Design of a kangaroo robot with dynamic jogging locomotion. SII (2013)