Guan-Horng Liu

According to our database1, Guan-Horng Liu authored at least 20 papers between 2013 and 2024.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
React-OT: Optimal Transport for Generating Transition State in Chemical Reactions.
CoRR, 2024

A robust differential Neural ODE Optimizer.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Generalized Schrödinger Bridge Matching.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023
Augmented Bridge Matching.
CoRR, 2023

Improving Generative Model-based Unfolding with Schrödinger Bridges.
CoRR, 2023

Improved sampling via learned diffusions.
CoRR, 2023

Mirror Diffusion Models for Constrained and Watermarked Generation.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Deep Momentum Multi-Marginal Schrödinger Bridge.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

I<sup>2</sup>SB: Image-to-Image Schrödinger Bridge.
Proceedings of the International Conference on Machine Learning, 2023

2022
Deep Generalized Schrödinger Bridge.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Likelihood Training of Schrödinger Bridge using Forward-Backward SDEs Theory.
Proceedings of the Tenth International Conference on Learning Representations, 2022

2021
Variational Inference MPC using Tsallis Divergence.
Proceedings of the Robotics: Science and Systems XVII, Virtual Event, July 12-16, 2021., 2021

Second-Order Neural ODE Optimizer.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Dynamic Game Theoretic Neural Optimizer.
Proceedings of the 38th International Conference on Machine Learning, 2021

DDPNOpt: Differential Dynamic Programming Neural Optimizer.
Proceedings of the 9th International Conference on Learning Representations, 2021

2020
A Differential Game Theoretic Neural Optimizer for Training Residual Networks.
CoRR, 2020

Differential Dynamic Programming Neural Optimizer.
CoRR, 2020

2019
Deep Learning Theory Review: An Optimal Control and Dynamical Systems Perspective.
CoRR, 2019

2017
Learning End-to-end Multimodal Sensor Policies for Autonomous Navigation.
Proceedings of the 1st Annual Conference on Robot Learning, CoRL 2017, Mountain View, 2017

2013
Design of a kangaroo robot with dynamic jogging locomotion.
Proceedings of the 2013 IEEE/SICE International Symposium on System Integration, 2013


  Loading...