Ju-Seung Byun

According to our database, Ju-Seung Byun authored at least 7 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Normality-Guided Distributional Reinforcement Learning for Continuous Control.

Ju-Seung Byun, Andrew Perrault

Trans. Mach. Learn. Res., 2025

Fine-Tuning Text-to-Speech Diffusion Models Using Reinforcement Learning with Human Feedback.

Jingyi Chen, Ju-Seung Byun, Micha Elsner, Pichao Wang, Andrew Perrault

Proceedings of the 26th Annual Conference of the International Speech Communication Association, 2025

Symmetric Reinforcement Learning Loss for Robust Learning on Diverse Tasks and Model Scales.

Ju-Seung Byun, Andrew Perrault

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Reinforcement Learning for Fine-tuning Text-to-speech Diffusion Models.

Jingyi Chen, Ju-Seung Byun, Micha Elsner, Andrew Perrault

CoRR, 2024

ARES: Alternating Reinforcement Learning and Supervised Fine-Tuning for Enhanced Multi-Modal Chain-of-Thought Reasoning Through Diverse AI Feedback.

Ju-Seung Byun, Jiyun Chun, Jihyung Kil, Andrew Perrault

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2022

Training Transition Policies via Distribution Matching for Complex Tasks.

Ju-Seung Byun, Andrew Perrault

Proceedings of the Tenth International Conference on Learning Representations, 2022

2020

Proximal Policy Gradient: PPO with Policy Gradient.

Ju-Seung Byun, Byungmoon Kim, Huamin Wang

CoRR, 2020