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Jong Chul Ye

  1. Diffusion Posterior Sampling for General Noisy Inverse Problems
    2022/09/29 by Hyungjin Chung, Jeongsol Kim, Chung, Hyungjin +7 · 291 citations
    Physics and Astronomy · Mathematics · Earth and Planetary Sciences · #Advanced X-ray Imaging Techniques #Numerical methods in inverse problems #Seismic Imaging and Inversion Techniques
  2. Improving Diffusion Models for Inverse Problems using Manifold Constraints
    2022/06/02 by Hyungjin Chung, Byeongsu Sim, Chung, Hyungjin +5 · 1 voice · 81 citations
    Computer Science · Mathematics · Medicine · #Advanced Mathematical Modeling in Engineering #Advanced Neuroimaging Techniques and Applications #Numerical methods in inverse problems #cs.AI #cs.CV #cs.LG #stat.ML
  3. Score-based diffusion models for accelerated MRI
    2021/10/08 by Hyungjin Chung, Chung, Hyungjin, Jong Chul Ye +1 · 38 citations
    Computer Science · Mathematics · Medicine · #Advanced Mathematical Modeling in Engineering #Advanced Neuroimaging Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Numerical methods in inverse problems #electronic engineering #information engineering
  4. Come-Closer-Diffuse-Faster: Accelerating Conditional Diffusion Models\n for Inverse Problems through Stochastic Contraction
    2021/12/08 by Hyungjin Chung, Byeongsu Sim, Chung, Hyungjin +3 · 32 citations
    Mathematics · Medicine · Physics and Astronomy · #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Numerical methods in inverse problems #electronic engineering #information engineering
  5. A Survey on Diffusion Models for Inverse Problems
    2024/09/30 by Giannis Daras, Hyungjin Chung, Daras, Giannis +13 · 72 citations
    Computer Science · Mathematics · #Advanced Mathematical Modeling in Engineering #Numerical methods in inverse problems #Differential Equations and Numerical Methods
  6. Decomposed Diffusion Sampler for Accelerating Large-Scale Inverse Problems
    2023/03/10 by Hyungjin Chung, Suhyeon Lee, Chung, Hyungjin +3 · 31 citations
    Mathematics · Medicine · #Advanced Neuroimaging Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #MRI in cancer diagnosis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference
  7. Noise2Score: Tweedie's Approach to Self-Supervised Image Denoising\n without Clean Images
    2021/06/13 by Kwanyoung Kim, Kim, Kwanyoung, Jong Chul Ye +1 · 24 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Earth and Planetary Sciences · Engineering · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image Processing Techniques and Applications #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Seismic Imaging and Inversion Techniques #electronic engineering #information engineering
  8. Geometric GAN
    2017/05/08 by Jae Hyun Lim, Jong Chul Ye, Lim, Jae Hyun +1 · 16 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing
  9. CFG++: Manifold-constrained Classifier Free Guidance for Diffusion Models
    2024/06/12 by Hyungjin Chung, Chung, Hyungjin, Jeongsol Kim +7 · 39 citations
    Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Model Reduction and Neural Networks
  10. Contrastive Denoising Score for Text-guided Latent Diffusion Image Editing
    2023/11/30 by Hyelin Nam, Gihyun Kwon, Nam, Hyelin +5 · 1 voice · 13 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Medical Image Segmentation Techniques
  11. LLM-CXR: Instruction-Finetuned LLM for CXR Image Understanding and Generation
    2023/05/19 by Suhyeon Lee, Won Jun Kim, Lee, Suhyeon +5 · 1 voice · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.CV #cs.LG
  12. CLIPstyler: Image Style Transfer with a Single Text Condition
    2021/12/01 by Gihyun Kwon, Kwon, Gihyun, Jong Chul Ye +1 · 17 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization #Image Retrieval and Classification Techniques
  13. Solving 3D Inverse Problems using Pre-trained 2D Diffusion Models
    2022/11/19 by Hyungjin Chung, Chung, Hyungjin, Dohoon Ryu +7 · 19 citations
    Medicine · Computer Science · #Advanced Neuroimaging Techniques and Applications #Generative Adversarial Networks and Image Synthesis #MRI in cancer diagnosis
  14. Framing U-Net via Deep Convolutional Framelets: Application to Sparse-view CT
    2017/08/28 by Yoseob Han, Jong Chul Ye, Han, Yoseob +1 · 12 citations
    Medicine · Engineering · #Medical Imaging Techniques and Applications #Advanced X-ray and CT Imaging #Advanced MRI Techniques and Applications
  15. Unpaired Image-to-Image Translation via Neural Schrödinger Bridge
    2023/05/24 by Beomsu Kim, Kim, Beomsu, Gihyun Kwon +5 · 20 citations
    Computer Science · Physics and Astronomy · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
  16. Parallel Diffusion Models of Operator and Image for Blind Inverse Problems
    2022/11/19 by Hyungjin Chung, Jeongsol Kim, Chung, Hyungjin +5 · 18 citations
    Mathematics · Engineering · #Numerical methods in inverse problems #Sparse and Compressive Sensing Techniques #Photoacoustic and Ultrasonic Imaging
  17. Diffusion-based Image Translation using Disentangled Style and Content Representation
    2022/09/30 by Gihyun Kwon, Jong Chul Ye, Kwon, Gihyun +1 · 15 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  18. Generative AI for Medical Imaging: extending the MONAI Framework
    2023/07/27 by Walter Hugo Lopez Pinaya, Walter H. L. Pinaya, Pinaya, Walter H. L. +49 · 1 voice · 14 citations
    Computer Science · Engineering · #AI in cancer detection #Generative Adversarial Networks and Image Synthesis #Machine Learning in Healthcare #cs.CV #eess.IV
  19. VMC: Video Motion Customization using Temporal Attention Adaption for Text-to-Video Diffusion Models
    2023/12/01 by Hyeonho Jeong, Geon Yeong Park, Jeong, Hyeonho +3 · 18 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  20. Learning Dynamic Graph Representation of Brain Connectome with Spatio-Temporal Attention
    2021/05/27 by Byung-Hoon Kim, Jong Chul Ye, Kim, Byung-Hoon +3 · 11 citations
    Neuroscience · Computer Science · Environmental Science · #Functional Brain Connectivity Studies #Advanced Graph Neural Networks #Health, Environment, Cognitive Aging
  21. Zero-Shot Contrastive Loss for Text-Guided Diffusion Image Style Transfer
    2023/03/15 by Serin Yang, Hyunmin Hwang, Yang, Serin +3 · 12 citations
    Computer Science · #Advanced Image Processing Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  22. Chain-of-Zoom: Extreme Super-Resolution via Scale Autoregression and Preference Alignment
    2025/05/24 by Bryan Sangwoo Kim, Jeongsol Kim, Kim, Bryan Sangwoo +3 · 4 voices · 3 citations
    #cs.CV #cs.AI #cs.LG
  23. Minimizing Trajectory Curvature of ODE-based Generative Models
    2023/01/27 by Sangyun Lee, Lee, Sangyun, Beomsu Kim +3 · 11 citations
    Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Music and Audio Processing
  24. Track4Gen: Teaching Video Diffusion Models to Track Points Improves Video Generation
    2024/12/08 by Hyeonho Jeong, Chun-Hao P. Huang, Jeong, Hyeonho +7 · 23 citations
    Computer Science · Engineering · #Computer Graphics and Visualization Techniques #Video Analysis and Summarization #Human Motion and Animation
  25. MR Image Denoising and Super-Resolution Using Regularized Reverse Diffusion
    2022/03/23 by Hyungjin Chung, Chung, Hyungjin, Eun Sun Lee +3 · 9 citations
    Medicine · Computer Science · #Medical Imaging Techniques and Applications #Radiomics and Machine Learning in Medical Imaging #Image and Signal Denoising Methods
  26. Simple ReFlow: Improved Techniques for Fast Flow Models
    2024/10/10 by Beomsu Kim, Kim, Beomsu, Yu-Guan Hsieh +11 · 1 voice · 17 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CV #cs.LG
  27. Ground-A-Video: Zero-shot Grounded Video Editing using Text-to-image Diffusion Models
    2023/10/02 by Hyeonho Jeong, Jeong, Hyeonho, Jong Chul Ye +1 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Video Analysis and Summarization
  28. Prompt-tuning latent diffusion models for inverse problems
    2023/10/02 by Hyungjin Chung, Chung, Hyungjin, Jong Chul Ye +5 · 12 citations
    Medicine · Mathematics · #Mycobacterium research and diagnosis #Numerical methods in inverse problems #Advanced Neuroimaging Techniques and Applications
  29. Diffusion Deformable Model for 4D Temporal Medical Image Generation
    2022/06/27 by Boah Kim, Kim, Boah, Jong Chul Ye +1 · 7 citations
    Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #electronic engineering #information engineering
  30. Understanding Graph Isomorphism Network for rs-fMRI Functional Connectivity Analysis
    2020/01/10 by Byung-Hoon Kim, Jong Chul Ye, Kim, Byung-Hoon +1 · 5 citations
    Computer Science · Neuroscience · #Advanced Graph Neural Networks #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural dynamics and brain function
  31. ED-NeRF: Efficient Text-Guided Editing of 3D Scene with Latent Space NeRF
    2023/10/04 by Jang-Ho Park, Park, Jangho, Gihyun Kwon +3 · 8 citations
    Computer Science · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  32. Improving 3D Imaging with Pre-Trained Perpendicular 2D Diffusion Models
    2023/03/15 by Suhyeon Lee, Hyungjin Chung, Lee, Suhyeon +9 · 7 citations
    Medicine · #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #MRI in cancer diagnosis #Machine Learning (cs.LG) #electronic engineering #information engineering
  33. Energy-Based Cross Attention for Bayesian Context Update in Text-to-Image Diffusion Models
    2023/06/16 by Geon Yeong Park, Jeongsol Kim, Park, Geon Yeong +7 · 6 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
  34. Steerable Conditional Diffusion for Out-of-Distribution Adaptation in Medical Image Reconstruction
    2023/08/28 by Riccardo Barbano, Alexander Denker, Barbano, Riccardo +12 · 7 citations
    Mathematics · Medicine · Computer Science · #Numerical methods in inverse problems #Radiomics and Machine Learning in Medical Imaging #Image and Signal Denoising Methods
  35. Deep Residual Learning for Compressed Sensing CT Reconstruction via Persistent Homology Analysis
    2016/11/19 by Yoseob Han, Jaejun Yoo, Han, Yo Seob +3 · 8 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging Techniques and Applications #Topological and Geometric Data Analysis
  36. DreamMotion: Space-Time Self-Similar Score Distillation for Zero-Shot Video Editing
    2024/03/18 by Hyeonho Jeong, Jinho Chang, Jeong, Hyeonho +5 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization #Video Coding and Compression Technologies
  37. Deep Diffusion Image Prior for Efficient OOD Adaptation in 3D Inverse Problems
    2024/07/15 by Hyungjin Chung, Jong Chul Ye, Chung, Hyungjin +1 · 9 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Photoacoustic and Ultrasonic Imaging
  38. Bidirectional Generation of Structure and Properties Through a Single Molecular Foundation Model
    2022/11/19 by Jinho Chang, Chang, Jinho, Jong Chul Ye +1 · 5 citations
    Chemistry · Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Various Chemistry Research Topics
  39. Pyramidal Denoising Diffusion Probabilistic Models
    2022/08/03 by Dohoon Ryu, Ryu, Dohoon, Jong Chul Ye +1 · 1 voice · 1 citation
    Computer Science · Mathematics · Physics and Astronomy · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #cs.CV #cs.LG #stat.ML
  40. Self-Guided Generation of Minority Samples Using Diffusion Models
    2024/07/16 by Soobin Um, Um, Soobin, Jong Chul Ye +1 · 7 citations
    Computer Science · #Bayesian Methods and Mixture Models
  41. Regularization by Texts for Latent Diffusion Inverse Solvers
    2023/11/27 by Jeongsol Kim, Geon Yeong Park, Kim, Jeongsol +5 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Music and Audio Processing
  42. Exploring Patch-wise Semantic Relation for Contrastive Learning in Image-to-Image Translation Tasks
    2022/03/03 by Chan‐Yong Jung, Gihyun Kwon, Jung, Chanyong +3 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Image and Video Retrieval Techniques #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  43. Diffusion Adversarial Representation Learning for Self-supervised Vessel Segmentation
    2022/09/29 by Boah Kim, Yujin Oh, Kim, Boah +3 · 3 citations
    Medicine · #Acute Ischemic Stroke Management #Cerebrovascular and Carotid Artery Diseases #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Retinal Imaging and Analysis #electronic engineering #information engineering
  44. Unsupervised Deformable Image Registration Using Cycle-Consistent CNN
    2019/07/02 by Boah Kim, Jieun Kim, Kim, Boah +9 · 2 citations
    Computer Science · #Medical Image Segmentation Techniques #Advanced Neural Network Applications #AI in cancer detection
  45. LDMol: A Text-to-Molecule Diffusion Model with Structurally Informative Latent Space Surpasses AR Models
    2024/05/28 by Jinho Chang, Chang, Jinho, Jong Chul Ye +1 · 4 citations
    Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
  46. Vision Transformer using Low-level Chest X-ray Feature Corpus for\n COVID-19 Diagnosis and Severity Quantification
    2021/04/15 by Sang Joon Park, Gwanghyun Kim, Park, Sangjoon +15 · 2 citations
    Computer Science · Medicine · #AI in cancer detection #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Seismology and Earthquake Studies #electronic engineering #information engineering
  47. Cycle-free CycleGAN using Invertible Generator for Unsupervised Low-Dose\n CT Denoising
    2021/04/17 by Tae‐Sung Kwon, Jong Chul Ye, Kwon, Taesung +1 · 2 citations
    Computer Science · Earth and Planetary Sciences · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Imaging Techniques and Applications #Seismic Imaging and Inversion Techniques #electronic engineering #information engineering
  48. End-to-End Breast Cancer Radiotherapy Planning via LMMs with Consistency Embedding
    2023/11/27 by Kwanyoung Kim, Yujin Oh, Kim, Kwanyoung +13 · 1 voice
    #cs.CV #cs.AI #cs.LG
  49. Generalized Consistency Trajectory Models for Image Manipulation
    2024/03/19 by Beomsu Kim, Kim, Beomsu, Jaemin Kim +5 · 4 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Machine Learning (cs.LG)
  50. DeepRegularizer: Rapid Resolution Enhancement of Tomographic Imaging\n using Deep Learning
    2020/09/29 by DongHun Ryu, Ryu, DongHun, Dongmin Ryu +19 · 2 citations
    Engineering · Physics and Astronomy · #Photoacoustic and Ultrasonic Imaging #Digital Holography and Microscopy #Optical Coherence Tomography Applications
  51. Aligning Text to Image in Diffusion Models is Easier Than You Think
    2025/03/11 by Jaayeon Lee, Lee, Jaa-Yeon, Byunghee Cha +5 · 7 citations
    Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Humanities and Scholarship #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  52. Zero4D: Training-Free 4D Video Generation From Single Video Using Off-the-Shelf Video Diffusion
    2025/03/28 by Jang-Ho Park, Park, Jangho, Tae‐Sung Kwon +3 · 7 citations
    Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization
  53. ContextMRI: Enhancing Compressed Sensing MRI through Metadata Conditioning
    2025/01/08 by Hyungjin Chung, Chung, Hyungjin, Do‐Hun Lee +9 · 6 citations
    Medicine · Neuroscience · #Advanced MRI Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications
  54. TweedieMix: Improving Multi-Concept Fusion for Diffusion-based Image/Video Generation
    2024/10/08 by Gihyun Kwon, Jong Chul Ye, Kwon, Gihyun +1 · 4 citations
    Computer Science · Engineering · #Advanced Image Fusion Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques
  55. OTSeg: Multi-prompt Sinkhorn Attention for Zero-Shot Semantic Segmentation
    2024/03/21 by Kwanyoung Kim, Kim, Kwanyoung, Yujin Oh +3 · 3 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Imaging and Analysis #Multimodal Machine Learning Applications
  56. scHyena: Foundation Model for Full-Length Single-Cell RNA-Seq Analysis in Brain
    2023/10/04 by Gyutaek Oh, Oh, Gyutaek, Baekgyu Choi +5 · 3 citations
    Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence (cs.AI) #Cancer-related molecular mechanisms research #FOS: Biological sciences #FOS: Computer and information sciences #Genomics (q-bio.GN) #Machine Learning (cs.LG) #MicroRNA in disease regulation #Quantitative Methods (q-bio.QM) #Single-cell and spatial transcriptomics
  57. ViBiDSampler: Enhancing Video Interpolation Using Bidirectional Diffusion Sampler
    2024/10/08 by Serin Yang, Tae‐Sung Kwon, Yang, Serin +3 · 5 citations
    Computer Science · #Advanced Data Compression Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Speech and Audio Processing
  58. Beyond Deep Residual Learning for Image Restoration: Persistent Homology-Guided Manifold Simplification
    2016/11/19 by Woong Bae, Bae, Woong, Jong Chul Ye +2 · 2 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Image Processing Techniques and Applications #Image and Signal Denoising Methods
  59. Optical-Flow Guided Prompt Optimization for Coherent Video Generation
    2024/11/23 by Hyelin Nam, Nam, Hyelin, Jaemin Kim +4 · 4 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Optical Coherence Tomography Applications #electronic engineering #information engineering
  60. ZegOT: Zero-shot Segmentation Through Optimal Transport of Text Prompts
    2023/01/28 by Kwanyoung Kim, Kim, Kwanyoung, Yujin Oh +3 · 2 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
  61. A general framework for compressed sensing and parallel MRI using\n annihilating filter based low-rank Hankel matrix
    2015/04/02 by Kyong Hwan Jin, Jin, Kyong Hwan, Dongwook Lee +3 · 1 citation
    Engineering · Medicine · #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and Applications #FOS: Computer and information sciences #Information Theory (cs.IT) #Sparse and Compressive Sensing Techniques
  62. Highly Personalized Text Embedding for Image Manipulation by Stable Diffusion
    2023/03/15 by Inhwa Han, Serin Yang, Han, Inhwa +5 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques
  63. MindFormer: Semantic Alignment of Multi-Subject fMRI for Brain Decoding
    2024/05/28 by Inhwa Han, Han, Inhwa, Jaayeon Lee +3 · 3 citations
    Computer Science · Neuroscience · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
  64. Improving Medical Speech-to-Text Accuracy with Vision-Language Pre-training Model
    2023/02/27 by Jaeyoung Huh, Sangjoon Park, Huh, Jaeyoung +5 · 2 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Multimodal Machine Learning Applications #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  65. Minority-Focused Text-to-Image Generation via Prompt Optimization
    2024/10/10 by Soobin Um, Jong Chul Ye, Um, Soobin +1 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  66. Deep Learning with Domain Adaptation for Accelerated\n Projection-Reconstruction MR
    2017/03/03 by Yoseob Han, Han, Yo Seob, Jaejun Yoo +3 · 1 citation
    Engineering · Medicine · #Advanced MRI Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging Techniques and Applications #Photoacoustic and Ultrasonic Imaging
  67. Understanding Geometry of Encoder-Decoder CNNs
    2019/01/22 by Jong Chul Ye, Ye, Jong Chul, Woon Kyoung Sung +1 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Topological and Geometric Data Analysis
  68. CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal\n Transport Geometry
    2019/08/25 by Sungjun Lim, Hyoungjun Park, Lim, Sungjun +7 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image Processing Techniques and Applications #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
  69. ContrastiveCFG: Guiding Diffusion Sampling by Contrasting Positive and Negative Concepts
    2024/11/26 by Jinho Chang, Chang, Jinho, Lee, Changsun +4 · 3 citations
    Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Vehicle emissions and performance
  70. Denoising MCMC for Accelerating Diffusion-Based Generative Models
    2022/09/29 by Beomsu Kim, Kim, Beomsu, Jong Chul Ye +1 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  71. Diagonal Attention and Style-based GAN for Content-Style Disentanglement\n in Image Generation and Translation
    2021/03/30 by Gihyun Kwon, Kwon, Gihyun, Jong Chul Ye +1 · 1 citation
    Computer Science · #Generative Adversarial Networks and Image Synthesis
  72. DeepPhaseCut: Deep Relaxation in Phase for Unsupervised Fourier Phase Retrieval
    2020/11/20 by Eunju Cha, Cha, Eunju, Chanseok Lee +5 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced X-ray Imaging Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optical measurement and interference techniques #electronic engineering #information engineering
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    Medicine · Neuroscience · #COVID-19 diagnosis using AI #Brain Tumor Detection and Classification #Radiomics and Machine Learning in Medical Imaging
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    Engineering · Medicine · Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #Digital Holography and Microscopy #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #Optical Coherence Tomography Applications #Photoacoustic and Ultrasonic Imaging #Ultrasound Imaging and Elastography #electronic engineering #information engineering
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    Computer Science · Engineering · #Advanced Image Processing Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Machine Learning (cs.LG)
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    Computer Science · #Advanced Neural Network Applications #Advanced Steganography and Watermarking Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
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    Engineering · Medicine · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Photoacoustic and Ultrasonic Imaging #Signal Processing (eess.SP) #Ultrasound Imaging and Elastography #Ultrasound and Hyperthermia Applications #electronic engineering #information engineering
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    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
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    Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM
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    Medicine · #Advanced MRI Techniques and Applications #Advanced Neuroimaging Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
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    Medicine · Physics and Astronomy · #Medical Imaging Techniques and Applications #Advanced X-ray Imaging Techniques #Advanced MRI Techniques and Applications
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    Computer Science · #Artificial Intelligence (cs.AI) #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Neural Networks and Reservoir Computing #Optics (physics.optics)
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    Decision Sciences · #Advanced Statistical Process Monitoring
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    Engineering · Mathematics · Physics and Astronomy · #Advanced Numerical Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical methods in inverse problems
  85. Optimal Transport driven CycleGAN for Unsupervised Learning in Inverse Problems
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    Computer Science · Physics and Astronomy · #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks #Advanced Image Processing Techniques
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    Engineering · #3D Modeling in Geospatial Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)
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    Computer Science · #Image Enhancement Techniques #Visual Attention and Saliency Detection #Advanced Image Processing Techniques
  88. Free2Guide: Training-Free Text-to-Video Alignment using Image LVLM
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    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
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    Social Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia Communication and Technology