Jong Chul Ye

Jong Chul Ye

KAIST

H-index: 71

Asia-South Korea

About Jong Chul Ye

Jong Chul Ye, With an exceptional h-index of 71 and a recent h-index of 57 (since 2020), a distinguished researcher at KAIST, specializes in the field of machine learning, computational imaging, medical imaging, signal processing, compressed sensing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Unpaired deep learning for pharmacokinetic parameter estimation from dynamic contrast-enhanced MRI without AIF measurements

Concept Weaver: Enabling Multi-Concept Fusion in Text-to-Image Models

Patch-Wise Graph Contrastive Learning for Image Translation

OTSeg: Multi-prompt Sinkhorn Attention for Zero-Shot Semantic Segmentation

Ground-A-Score: Scaling Up the Score Distillation for Multi-Attribute Editing

Generalized Consistency Trajectory Models for Image Manipulation

DreamMotion: Space-Time Self-Similarity Score Distillation for Zero-Shot Video Editing

Bidirectional generation of structure and properties through a single molecular foundation model

Jong Chul Ye Information

University

Position

Professor and Endowed Chair

Citations(all)

22239

Citations(since 2020)

16055

Cited By

11328

hIndex(all)

71

hIndex(since 2020)

57

i10Index(all)

217

i10Index(since 2020)

163

Email

University Profile Page

Google Scholar

Jong Chul Ye Skills & Research Interests

machine learning

computational imaging

medical imaging

signal processing

compressed sensing

Top articles of Jong Chul Ye

Unpaired deep learning for pharmacokinetic parameter estimation from dynamic contrast-enhanced MRI without AIF measurements

arXiv preprint arXiv:2306.04339

2023/6/7

Jong Chul Ye
Jong Chul Ye

H-Index: 43

Concept Weaver: Enabling Multi-Concept Fusion in Text-to-Image Models

arXiv preprint arXiv:2404.03913

2024/4/5

Patch-Wise Graph Contrastive Learning for Image Translation

Proceedings of the AAAI Conference on Artificial Intelligence

2024/3/24

OTSeg: Multi-prompt Sinkhorn Attention for Zero-Shot Semantic Segmentation

arXiv preprint arXiv:2403.14183

2024/3/21

Ground-A-Score: Scaling Up the Score Distillation for Multi-Attribute Editing

arXiv preprint arXiv:2403.13551

2024/3/20

Jinho Chang
Jinho Chang

H-Index: 15

Jong Chul Ye
Jong Chul Ye

H-Index: 43

Generalized Consistency Trajectory Models for Image Manipulation

arXiv preprint arXiv:2403.12510

2024/3/19

DreamMotion: Space-Time Self-Similarity Score Distillation for Zero-Shot Video Editing

arXiv preprint arXiv:2403.12002

2024/3/18

Bidirectional generation of structure and properties through a single molecular foundation model

Nature Communications

2024/3/14

Jinho Chang
Jinho Chang

H-Index: 15

Jong Chul Ye
Jong Chul Ye

H-Index: 43

UNICORN: Ultrasound Nakagami Imaging via Score Matching and Adaptation

arXiv preprint arXiv:2403.06275

2024/3/10

Kwanyoung Kim
Kwanyoung Kim

H-Index: 5

Jong Chul Ye
Jong Chul Ye

H-Index: 43

Latent Inversion with Timestep-aware Sampling for Training-free Non-rigid Editing

arXiv preprint arXiv:2402.08601

2024/2/13

Energy-based cross attention for bayesian context update in text-to-image diffusion models

Advances in Neural Information Processing Systems

2024/2/13

Direct diffusion bridge using data consistency for inverse problems

Advances in Neural Information Processing Systems

2024/2/13

Hyungjin Chung
Hyungjin Chung

H-Index: 3

Jong Chul Ye
Jong Chul Ye

H-Index: 43

Defining Neural Network Architecture through Polytope Structures of Dataset

arXiv preprint arXiv:2402.02407

2024/2/4

Sangmin Lee
Sangmin Lee

H-Index: 29

Jong Chul Ye
Jong Chul Ye

H-Index: 43

Medical image synthesis and reconstruction using generative adversarial networks

2024/1/1

Jong Chul Ye
Jong Chul Ye

H-Index: 43

Self-supervised multi-modal training from uncurated images and reports enables monitoring AI in radiology

Medical Image Analysis

2024/1/1

C-darl: Contrastive diffusion adversarial representation learning for label-free blood vessel segmentation

Medical Image Analysis

2024/1/1

Improving Medical Speech-to-Text Accuracy using Vision-Language Pre-training Models

IEEE Journal of Biomedical and Health Informatics

2023/12/22

The Foundations of Computational Imaging: A signal processing perspective

IEEE Signal Processing Magazine

2023/7/20

Charles A Bouman
Charles A Bouman

H-Index: 31

Jong Chul Ye
Jong Chul Ye

H-Index: 43

Minimizing trajectory curvature of ode-based generative models

2023/7/3

One-shot adaptation of gan in just one clip

IEEE Transactions on Pattern Analysis and Machine Intelligence

2023/6/23

Gihyun Kwon
Gihyun Kwon

H-Index: 3

Jong Chul Ye
Jong Chul Ye

H-Index: 43

See List of Professors in Jong Chul Ye University(KAIST)

Co-Authors

academic-engine