Jaewoong Choi

Most-cited papers

1. Robust Barycenter Estimation using Semi-Unbalanced Neural Optimal Transport

   Milena Gazdieva, Jaemoo Choi, A. Kolesov, Jaewoong Choi +2 more

   2024International Conference on Learning Representations10 citations

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2. Improving Neural Optimal Transport via Displacement Interpolation

   Jaemoo Choi, Yong-Xin Chen, Jaewoong Choi

   2024International Conference on Learning Representations10 citations

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3. Overcoming Spurious Solutions in Semi-Dual Neural Optimal Transport: A Smoothing Approach for Learning the Optimal Transport Plan

   Jaemoo Choi, Jaewoong Choi, Dohyun Kwon

   2025International Conference on Machine Learning6 citations

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4. Efficient Adjoint Matching for Fine-tuning Diffusion Models

   Jeongwoo Shin, Dong-Yeon Shin, Yuchen Zhu, Wei Guo +4 more

   2026arXiv.org5 citations

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5. Unpaired Point Cloud Completion via Unbalanced Optimal Transport

   Taekyung Lee, Jaemoo Choi, Jaewoong Choi, Myungjoo Kang

   2025International Conference on Machine Learning5 citations

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6. Scalable Simulation-free Entropic Unbalanced Optimal Transport

   Jaemoo Choi, Jaewoong Choi

   2024arXiv.org5 citations

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7. APT: Adaptive Personalized Training for Diffusion Models with Limited Data

   J. Chae, Jiyoon Kim, Jaewoong Choi, Kyungyul Kim +1 more

   2025Computer Vision and Pattern Recognition3 citations

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8. Unsupervised Point Cloud Completion through Unbalanced Optimal Transport

   Taekyung Lee, Jaemoo Choi, Jaewoong Choi, Myungjoo Kang

   2024arXiv.org3 citations

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9. Unlearning for One-Step Generative Models via Unbalanced Optimal Transport

   Hyundo Choi, J. An, Jinseong Park, Jaewoong Choi

   2026arXiv.org2 citations

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10. UOTIP: Unbalanced Optimal Transport Map for Unpaired Inverse Problems

    Donggyu Lee, Taekyung Lee, Jaewoong Choi

    2026arXiv.org1 citations

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11. Rate-Optimal Noise Annealing in Semi-Dual Neural Optimal Transport: Tangential Identifiability, Off-Manifold Ambiguity, and Guaranteed Recovery

    Raymond Chu, Jaewoong Choi, Dohyun Kwon

    2026arXiv.org1 citations

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12. Reward-guided Fine-Tuning of One-Step Generative Models via Wasserstein Gradient Flow

    Hoseong Hwang, Woorim Han, Joungin Chun, Jinseong Park +1 more

    20261 citations

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13. Reweighted Flow Matching via Unbalanced OT for Label-free Long-tailed Generation

    Hyunsoo Song, Minjung Gim, Jaewoong Choi

    2025arXiv.org1 citations

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14. Neural Optimal Transport in Hilbert Spaces: Characterizing Spurious Solutions and Gaussian Smoothing

    Jaewoong Choi, J. Yoon, Dohyun Kwon, Jaewoong Choi

    2026arXiv.org0 citations

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15. Graph-Based Adaptive Anomaly Detection Framework for Dual-Fuel Marine Engines

    Jaewoong Choi, Yoojeong Noh, Young-Jin Kang

    2026PHM Society Asia-Pacific Conference0 citations Open access

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16. In-Distribution Forcing for Long Video Generation at Test Time

    Jeongwoo Shin, Youngyoon Choi, Sangwoo Jo, Hyunmog Kim +4 more

    20260 citations

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17. Overcoming Fake Solutions in Semi-Dual Neural Optimal Transport: A Smoothing Approach for Learning the Optimal Transport Plan

    Jaemoo Choi, Jaewoong Choi, Dohyun Kwon

    2025arXiv.org0 citations

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18. Novelty-focused R&D landscaping using transformer and local outlier factor

    Jaewoong Choi

    2024arXiv.org0 citations

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