PPaperPicks

Jong Chul Ye

47 papers at tracked venues · 37 at CORE A* · active 2024–2026

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Venues

ICLR ×13CVPR ×9ECCV ×5ICCV ×5ICML ×4NeurIPS ×4MICCAI ×3AAAI ×2WACV ×2

Frequent coauthors

Geon Yeong Park
×11
Jeongsol Kim
×9
Hyungjin Chung
×7
Hyeonho Jeong
×6
Gihyun Kwon
×6
Soobin Um
×4
Beomsu Kim
×4
Bryan Sangwoo Kim
×4
Jaemin Kim
×4
Suhyeon Lee
×4
Hyelin Nam
×3
Sang Wan Lee
×3

Papers

  1. DreamMakeup: Face Makeup Customization using Latent Diffusion Models
    WACV 2026 ·
    Geon Yeong Park
    ,
    Inhwa Han
    ,
    Serin Yang
    ,
    Yeobin Hong
    ,
    Seongmin Jeong
    ,
    Heechan Jeon
    ,
    Myeongjin Goh
    ,
    Sung Won Yi
    ,
    Jin Nam
    , Jong Chul Ye
  2. A 3D Vision Transformer Trained with Synthetic and Real MRI Data for Enhancing ULF-MRI
    MICCAI 2025 ·
    Peter Hsu
    ,
    Jeongsol Kim
    ,
    Daniel K. Sodickson
    , Jong Chul Ye,
    Patricia Johnson
    ,
    Jelle Veraart
  3. Aligning Text to Image in Diffusion Models is Easier Than You Think
    NeurIPS 2025 ·
    Jaa-Yeon Lee
    ,
    Byunghee Cha
    ,
    Jeongsol Kim
    , Jong Chul Ye
  4. Boost-and-Skip: A Simple Guidance-Free Diffusion for Minority Generation
    ICML 2025 ·
    Soobin Um
    ,
    Beomsu Kim
    , Jong Chul Ye
  5. CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models
    ICLR 2025 ·
    Hyungjin Chung
    ,
    Jeongsol Kim
    ,
    Geon Yeong Park
    ,
    Hyelin Nam
    , Jong Chul Ye
  6. Chain-of-Zoom: Extreme Super-Resolution via Scale Autoregression and Preference Alignment
    NeurIPS 2025 ·
    Bryan Sangwoo Kim
    ,
    Jeongsol Kim
    , Jong Chul Ye
  7. Derivative-Free Diffusion Manifold-Constrained Gradient for Unified XAI
    CVPR 2025 ·
    Won Jun Kim
    ,
    Hyungjin Chung
    ,
    Jaemin Kim
    ,
    Sangmin Lee
    ,
    Byeongsu Sim
    , Jong Chul Ye
  8. FlowDPS: Flow-Driven Posterior Sampling for Inverse Problems
    ICCV 2025 ·
    Jeongsol Kim
    ,
    Bryan Sangwoo Kim
    , Jong Chul Ye
  9. Free2 Guide: Training-Free Text-to-Video Alignment Using Image LVLM
    ICCV 2025 ·
    Jaemin Kim
    ,
    Bryan Sangwoo Kim
    , Jong Chul Ye
  10. Generalized Consistency Trajectory Models for Image Manipulation
    ICLR 2025 ·
    Beomsu Kim
    ,
    Jaemin Kim
    ,
    Jeongsol Kim
    , Jong Chul Ye
  11. Guided Diffusion Sampling on Function Spaces with Applications to PDEs
    NeurIPS 2025 ·
    Jiachen Yao
    ,
    Abbas Mammadov
    ,
    Julius Berner
    ,
    Gavin Kerrigan
    , Jong Chul Ye,
    Kamyar Azizzadenesheli
    ,
    Animashree Anandkumar
  12. Inference-Time Diffusion Model Distillation
    ICCV 2025 ·
    Geon Yeong Park
    ,
    Sang Wan Lee
    , Jong Chul Ye
  13. InvFusion: Bridging Supervised and Zero-shot Diffusion for Inverse Problems
    NeurIPS 2025 ·
    Noam Elata
    ,
    Hyungjin Chung
    , Jong Chul Ye,
    Tomer Michaeli
    ,
    Miki Elad
  14. LDMol: A Text-to-Molecule Diffusion Model with Structurally Informative Latent Space Surpasses AR Models
    ICML 2025 ·
    Jinho Chang
    , Jong Chul Ye
  15. Minority-Focused Text-to-Image Generation via Prompt Optimization
    CVPR 2025 ·
    Soobin Um
    , Jong Chul Ye
  16. Optical-Flow Guided Prompt Optimization for Coherent Video Generation
    CVPR 2025 ·
    Hyelin Nam
    ,
    Jaemin Kim
    ,
    Dohun Lee
    , Jong Chul Ye
  17. Reangle-A-Video: 4D Video Generation as Video-to-Video Translation
    ICCV 2025 ·
    Hyeonho Jeong
    ,
    Suhyeon Lee
    , Jong Chul Ye
  18. Regularization by Texts for Latent Diffusion Inverse Solvers
    ICLR 2025 ·
    Jeongsol Kim
    ,
    Geon Yeong Park
    ,
    Hyungjin Chung
    , Jong Chul Ye
  19. Simple ReFlow: Improved Techniques for Fast Flow Models
    ICLR 2025 ·
    Beomsu Kim
    ,
    Yu-Guan Hsieh
    ,
    Michal Klein
    ,
    Marco Cuturi
    , Jong Chul Ye,
    Bahjat Kawar
    ,
    James Thornton
  20. Solving Video Inverse Problems Using Image Diffusion Models
    ICLR 2025 ·
    Taesung Kwon
    , Jong Chul Ye
  21. Spectral Motion Alignment for Video Motion Transfer Using Diffusion Models
    AAAI 2025 ·
    Geon Yeong Park
    ,
    Hyeonho Jeong
    ,
    Sang Wan Lee
    , Jong Chul Ye
  22. Text-to-Image Synthesis for Domain Generalization in Face Anti-Spoofing
    WACV 2025 ·
    Naeun Ko
    ,
    Yonghyun Jeong
    , Jong Chul Ye
  23. Track4Gen: Teaching Video Diffusion Models to Track Points Improves Video Generation
    CVPR 2025 ·
    Hyeonho Jeong
    ,
    Chun-Hao P. Huang
    , Jong Chul Ye,
    Niloy J. Mitra
    ,
    Duygu Ceylan
  24. TweedieMix: Improving Multi-Concept Fusion for Diffusion-based Image/Video Generation
    ICLR 2025 ·
    Gihyun Kwon
    , Jong Chul Ye
  25. Ultra-Low-Field Brain MRI Enhancement Using a Slice-Based Vision Transformer
    MICCAI 2025 ·
    Peter Hsu
    ,
    Jeongsol Kim
    ,
    Daniel K. Sodickson
    , Jong Chul Ye,
    Patricia Johnson
    ,
    Jelle Veraart
  26. Ultra-Low-Field Brain MRI Enhancement using Resfusion and Residual Artifact Suppression Network
    MICCAI 2025 ·
    Youngmin Kim
    ,
    Jeongchan Kim
    ,
    Taehoon Lee
    ,
    Jaeyun Shin
    ,
    Suhyeon Lee
    , Jong Chul Ye
  27. VISION-XL: High Definition Video Inverse Problem Solver using Latent Image Diffusion Models
    ICCV 2025 ·
    Taesung Kwon
    , Jong Chul Ye
  28. ViBiDSampler: Enhancing Video Interpolation Using Bidirectional Diffusion Sampler
    ICLR 2025 ·
    Serin Yang
    ,
    Taesung Kwon
    , Jong Chul Ye
  29. VideoGuide: Improving Video Diffusion Models without Training Through a Teacher's Guide
    CVPR 2025 ·
    Dohun Lee
    ,
    Bryan Sangwoo Kim
    ,
    Geon Yeong Park
    , Jong Chul Ye
  30. Concept Weaver: Enabling Multi-Concept Fusion in Text-to-Image Models
    CVPR 2024 ·
    Gihyun Kwon
    ,
    Simon Jenni
    ,
    Dingzeyu Li
    ,
    Joon-Young Lee
    , Jong Chul Ye,
    Fabian Caba Heilbron
  31. Contrastive Denoising Score for Text-Guided Latent Diffusion Image Editing
    CVPR 2024 ·
    Hyelin Nam
    ,
    Gihyun Kwon
    ,
    Geon Yeong Park
    , Jong Chul Ye
  32. Decomposed Diffusion Sampler for Accelerating Large-Scale Inverse Problems
    ICLR 2024 ·
    Hyungjin Chung
    ,
    Suhyeon Lee
    , Jong Chul Ye
  33. Deep Diffusion Image Prior for Efficient OOD Adaptation in 3D Inverse Problems
    ECCV 2024 ·
    Hyungjin Chung
    , Jong Chul Ye
  34. Defining Neural Network Architecture through Polytope Structures of Datasets
    ICML 2024 ·
    Sangmin Lee
    ,
    Abbas Mammadov
    , Jong Chul Ye
  35. Don't Play Favorites: Minority Guidance for Diffusion Models
    ICLR 2024 ·
    Soobin Um
    ,
    Suhyeon Lee
    , Jong Chul Ye
  36. DreamMotion: Space-Time Self-similar Score Distillation for Zero-Shot Video Editing
    ECCV 2024 ·
    Hyeonho Jeong
    ,
    Jinho Chang
    ,
    Geon Yeong Park
    , Jong Chul Ye
  37. DreamSampler: Unifying Diffusion Sampling and Score Distillation for Image Manipulation
    ECCV 2024 ·
    Jeongsol Kim
    ,
    Geon Yeong Park
    , Jong Chul Ye
  38. ED-NeRF: Efficient Text-Guided Editing of 3D Scene With Latent Space NeRF
    ICLR 2024 ·
    Jangho Park
    ,
    Gihyun Kwon
    , Jong Chul Ye
  39. Ground-A-Video: Zero-shot Grounded Video Editing using Text-to-image Diffusion Models
    ICLR 2024 ·
    Hyeonho Jeong
    , Jong Chul Ye
  40. LLM-CXR: Instruction-Finetuned LLM for CXR Image Understanding and Generation
    ICLR 2024 ·
    Suhyeon Lee
    ,
    Won Jun Kim
    ,
    Jinho Chang
    , Jong Chul Ye
  41. OTSeg: Multi-Prompt Sinkhorn Attention for Zero-Shot Semantic Segmentation
    ECCV 2024 ·
    Kwanyoung Kim
    ,
    Yujin Oh
    , Jong Chul Ye
  42. Patch-Wise Graph Contrastive Learning for Image Translation
    AAAI 2024 ·
    Chanyong Jung
    ,
    Gihyun Kwon
    , Jong Chul Ye
  43. Prompt-tuning Latent Diffusion Models for Inverse Problems
    ICML 2024 ·
    Hyungjin Chung
    , Jong Chul Ye,
    Peyman Milanfar
    ,
    Mauricio Delbracio
  44. Self-Guided Generation of Minority Samples Using Diffusion Models
    ECCV 2024 ·
    Soobin Um
    , Jong Chul Ye
  45. Self-Supervised Debiasing Using Low Rank Regularization
    CVPR 2024 ·
    Geon Yeong Park
    ,
    Chanyong Jung
    ,
    Sangmin Lee
    , Jong Chul Ye,
    Sang Wan Lee
  46. Unpaired Image-to-Image Translation via Neural Schrödinger Bridge
    ICLR 2024 ·
    Beomsu Kim
    ,
    Gihyun Kwon
    ,
    Kwanyoung Kim
    , Jong Chul Ye
  47. VMC: Video Motion Customization Using Temporal Attention Adaption for Text-to-Video Diffusion Models
    CVPR 2024 ·
    Hyeonho Jeong
    ,
    Geon Yeong Park
    , Jong Chul Ye