Ju-Seung Byun

12 papers A* 3A 1Journal 8

Year	Rank	Type	Title / Venue / Authors
2025	A	`conf`	Fine-Tuning Text-to-Speech Diffusion Models Using Reinforcement Learning with Human Feedback. INTERSPEECH Jingyi Chen, Ju-Seung Byun, Micha Elsner, Pichao Wang, Andrew Perrault
2025	J	`jnl`	Fine-Tuning Text-to-Speech Diffusion Models Using Reinforcement Learning with Human Feedback. CoRR Jingyi Chen, Ju-Seung Byun, Micha Elsner, Pichao Wang, Andrew Perrault
2025	J	`jnl`	Normality-Guided Distributional Reinforcement Learning for Continuous Control. Trans. Mach. Learn. Res. Ju-Seung Byun, Andrew Perrault
2025	A*	`conf`	Symmetric Reinforcement Learning Loss for Robust Learning on Diverse Tasks and Model Scales. ICML Ju-Seung Byun, Andrew Perrault
2024	A*	`conf`	ARES: Alternating Reinforcement Learning and Supervised Fine-Tuning for Enhanced Multi-Modal Chain-of-Thought Reasoning Through Diverse AI Feedback. EMNLP Ju-Seung Byun, Jiyun Chun, Jihyung Kil, Andrew Perrault
2024	J	`jnl`	ARES: Alternating Reinforcement Learning and Supervised Fine-Tuning for Enhanced Multi-Modal Chain-of-Thought Reasoning Through Diverse AI Feedback. CoRR Ju-Seung Byun, Jiyun Chun, Jihyung Kil, Andrew Perrault
2024	J	`jnl`	Reinforcement Learning for Fine-tuning Text-to-speech Diffusion Models. CoRR Jingyi Chen, Ju-Seung Byun, Micha Elsner, Andrew Perrault
2024	J	`jnl`	Symmetric Reinforcement Learning Loss for Robust Learning on Diverse Tasks and Model Scales. CoRR Ju-Seung Byun, Andrew Perrault
2022	J	`jnl`	Normality-Guided Distributional Reinforcement Learning for Continuous Control. CoRR Ju-Seung Byun, Andrew Perrault
2022	A*	`conf`	Training Transition Policies via Distribution Matching for Complex Tasks. ICLR Ju-Seung Byun, Andrew Perrault
2021	J	`jnl`	Training Transition Policies via Distribution Matching for Complex Tasks. CoRR Ju-Seung Byun, Andrew Perrault
2020	J	`jnl`	Proximal Policy Gradient: PPO with Policy Gradient. CoRR Ju-Seung Byun, Byungmoon Kim, Huamin Wang