JC
Jaemoo Choi
cs.LGcs.CVcs.AIstat.MLcs.RODeep LearningDeep Q networksHIV InfectionsHuman immunodeficiency virus (HIV)Prioritized experience replay
On Valency
published · living versionsW_gevsh4m2·v1 · currentpublished
Multi-Draft On-Policy Distillation for Diffusion Drafters
with Petr Molodyk, Yuchen Zhu, Molei Tao, Yongxin Chen
1 version
Preprints & journals
21 papers in the corpus · 2021–2026Scaling Reinforcement Learning for Diffusion Models via Velocity Matching2608.23664v2 · Jaemoo Choi, Wei Guo, Yuchen Zhu et al.2026 · 0 citationsarXiv
Coarse-to-Fine Compositional Diffusion for Long-Horizon Planning2606.00837v1 · Byoungwoo Park, Utkarsh A. Mishra, Jaemoo Choi et al.2026 · 0 citationsarXiv
Efficient Adjoint Matching for Fine-tuning Diffusion Models2605.11480v3 · Jeongwoo Shin, Dongsoo Shin, Yuchen Zhu et al.2026 · 0 citationsarXiv
Efficient Generative Modeling beyond Memoryless Diffusion via Adjoint Schrödinger Bridge Matching2602.15396v3 · Jeongwoo Shin, Jinhwan Sul, Joonseok Lee et al.2026 · 0 citationsarXiv
QUATRO: Query-Adaptive Trust Region Policy Optimization for LLM Fine-tuning2602.04620v3 · Doyeon Lee, Eunyi Lyou, Hyunsoo Cho et al.2026 · 0 citationsarXiv
Rethinking the Design Space of Reinforcement Learning for Diffusion Models: On the Importance of Likelihood Estimation Beyond Loss Design2602.04663v3 · Jaemoo Choi, Yuchen Zhu, Wei Guo et al.2026 · 0 citationsarXiv
Generalized Schrödinger Bridge on Graphs2602.04675v2 · Panagiotis Theodoropoulos, Juno Nam, Evangelos Theodorou et al.2026 · 0 citationsarXiv
Enhancing Reasoning for Diffusion LLMs via Distribution Matching Policy Optimization2510.08233v3 · Yuchen Zhu, Wei Guo, Jaemoo Choi et al.2025 · 0 citationsarXiv
Proximal Diffusion Neural Sampler2510.03824v2 · Wei Guo, Jaemoo Choi, Yuchen Zhu et al.2025 · 0 citationsarXiv
Non-equilibrium Annealed Adjoint Sampler2506.18165v3 · Jaemoo Choi, Yongxin Chen, Molei Tao et al.2025 · 0 citationsarXiv
Overcoming Spurious Solutions in Semi-Dual Neural Optimal Transport: A Smoothing Approach for Learning the Optimal Transport Plan2502.04583v3 · Jaemoo Choi, Jaewoong Choi, Dohyun Kwon2025 · 0 citationsarXiv
Robust Barycenter Estimation using Semi-Unbalanced Neural Optimal Transport2410.03974v2 · Milena Gazdieva, Jaemoo Choi, Alexander Kolesov et al.2024 · 0 citationsarXiv
Scalable Simulation-free Entropic Unbalanced Optimal Transport2410.02656v2 · Jaemoo Choi, Jaewoong Choi2024 · 0 citationsarXiv
Improving Neural Optimal Transport via Displacement Interpolation2410.03783v3 · Jaemoo Choi, Yongxin Chen, Jaewoong Choi2024 · 0 citationsarXiv
Optimal STI controls for HIV patients based on an efficient deep Q learning method.39111541 · Yoon, Changyeon, Choi, Jaemoo, Kwon, Hee-Dae et al.2024 · 2 citationsJournal of theoretical biology. 2024;594:111914
Scalable Wasserstein Gradient Flow for Generative Modeling through Unbalanced Optimal Transport2402.05443v3 · Jaemoo Choi, Jaewoong Choi, Myungjoo Kang2024 · 0 citationsarXiv
Analyzing and Improving Optimal-Transport-based Adversarial Networks2310.02611v2 · Jaemoo Choi, Jaewoong Choi, Myungjoo Kang2023 · 0 citationsarXiv
Generative Modeling through the Semi-dual Formulation of Unbalanced Optimal Transport2305.14777v3 · Jaemoo Choi, Jaewoong Choi, Myungjoo Kang2023 · 2 citationsarXiv
Restoration based Generative Models2303.05456v2 · Jaemoo Choi, Yesom Park, Myungjoo Kang2023 · 0 citationsarXiv
Learning PDE Solution Operator for Continuous Modeling of Time-Series2302.00854v1 · Yesom Park, Jaemoo Choi, Changyeon Yoon et al.2023 · 1 citationarXiv
Robust Out-of-Distribution Detection on Deep Probabilistic Generative Models2106.07903v1 · Jaemoo Choi, Changyeon Yoon, Jeongwoo Bae et al.2021 · 1 citationarXiv
Career total: 22 works. 21 are in this corpus.
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