Dongjun Kim
- The Principles of Diffusion Models
2025/10/24 by Chieh-Hsin Lai, Yang Song, Lai, Chieh-Hsin +7 · 21 voices · 10 citations
#cs.LG #cs.AI #cs.GR
- Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion
2023/10/01 by Dongjun Kim, Kim, Dongjun, Chieh-Hsin Lai +15 · 116 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
- Refining Generative Process with Discriminator Guidance in Score-based Diffusion Models
2022/11/28 by Dongjun Kim, Kim, Dongjun, Yeongmin Kim +7 · 8 citations
Computer Science · Medicine · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Advanced Neuroimaging Techniques and Applications #Model Reduction and Neural Networks
- Changen2: Multi-Temporal Remote Sensing Generative Change Foundation Model
2024/06/26 by Zhuo Zheng, Stefano Ermon, Zheng, Zhuo +7 · 10 citations
Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geographic Information Systems Studies
- Reference-Based Sketch Image Colorization using Augmented-Self Reference\n and Dense Semantic Correspondence
2020/05/11 by Junsoo Lee, Lee, Junsoo, Eungyeup Kim +9 · 3 citations
Computer Science · Economics, Econometrics and Finance · #Cinema and Media Studies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
- PaGoDA: Progressive Growing of a One-Step Generator from a Low-Resolution Diffusion Teacher
2024/05/23 by Dongjun Kim, Kim, Dongjun, Chieh-Hsin Lai +13 · 7 citations
Computer Science · #Advanced Data Compression Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Educational Technology and Assessment #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Training Unbiased Diffusion Models From Biased Dataset
2024/03/02 by Yeongmin Kim, Byeonghu Na, Kim, Yeongmin +11 · 3 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
- Effect of Ambient Gas Density on Spray Characteristics of Swirling Liquid Sheets
2007/05/01 by Dongjun Kim, Ji-Hyuk Im, Hyeonseok Koh +1 · 1 citation
- Exploring Diffusion Transformer Designs via Grafting
2025/06/05 by Keshigeyan Chandrasegaran, Chandrasegaran, Keshigeyan, Michael Poli +21 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Software Engineering Research #Software Testing and Debugging Techniques
- Training-Free Safe Denoisers for Safe Use of Diffusion Models
2025/02/11 by Mingyu Kim, Dongjun Kim, Kim, Mingyu +7 · 2 citations
Physics and Astronomy · Engineering · #Model Reduction and Neural Networks #Real-time simulation and control systems
- Benchmark Profiling: Mechanistic Diagnosis of LLM Benchmarks
2025/09/23 by Dongjun Kim, Kim, Dongjun, Gyuho Shim +8 · 2 citations
Computer Science · #Diverse Research and Applications
- Context-structured Video Anomaly Detection with Large Vision-Language Models
2026/07/21 by Dongjun Kim, Changjae Oh, Andrea Cavallaro +1
#cs.CV
- Solar Open 2 Technical Report
2026/07/22 by Sungrae Park, Sanghoon Kim, Gyoungjin Gim +50
#cs.CL