Kwanghoon Sohn

Kwanghoon Sohn

Yonsei University

H-index: 47

Asia-South Korea

About Kwanghoon Sohn

Kwanghoon Sohn, With an exceptional h-index of 47 and a recent h-index of 36 (since 2020), a distinguished researcher at Yonsei University, specializes in the field of Digital Image Processing, Computer Vision, Artificial Intelligence.

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

Bridging Vision and Language Spaces with Assignment Prediction

Improving Visual Recognition with Hyperbolical Visual Hierarchy Mapping

DDANet: Dilated Deformable Attention Network for Dynamic Scene Deblurring

Layer-wise Auto-Weighting for Non-Stationary Test-Time Adaptation

AI and machine learning for computer vision applications in open world

Cross-Scale KNN Image Transformer for Image Restoration

Probabilistic prompt learning for dense prediction

Learning disentangled skills for hierarchical reinforcement learning through trajectory autoencoder with weak labels

Kwanghoon Sohn Information

University

Position

___

Citations(all)

8541

Citations(since 2020)

4296

Cited By

5671

hIndex(all)

47

hIndex(since 2020)

36

i10Index(all)

176

i10Index(since 2020)

88

Email

University Profile Page

Yonsei University

Google Scholar

View Google Scholar Profile

Kwanghoon Sohn Skills & Research Interests

Digital Image Processing

Computer Vision

Artificial Intelligence

Top articles of Kwanghoon Sohn

Title

Journal

Author(s)

Publication Date

Bridging Vision and Language Spaces with Assignment Prediction

arXiv preprint arXiv:2404.09632

Jungin Park

Jiyoung Lee

Kwanghoon Sohn

2024/4/15

Improving Visual Recognition with Hyperbolical Visual Hierarchy Mapping

arXiv preprint arXiv:2404.00974

Hyeongjun Kwon

Jinhyun Jang

Jin Kim

Kwonyoung Kim

Kwanghoon Sohn

2024/4/1

DDANet: Dilated Deformable Attention Network for Dynamic Scene Deblurring

Byungnam Kim

Hyungjoo Jung

Kwanghoon Sohn

2024/1/28

Layer-wise Auto-Weighting for Non-Stationary Test-Time Adaptation

Junyoung Park

Jin Kim

Hyeongjun Kwon

Ilhoon Yoon

Kwanghoon Sohn

2024

AI and machine learning for computer vision applications in open world

Sunok Kim

Kwanghoon Sohn

2024/1/1

Cross-Scale KNN Image Transformer for Image Restoration

IEEE Access

Hunsang Lee

Hyesong Choi

Kwanghoon Sohn

Dongbo Min

2023/2/3

Probabilistic prompt learning for dense prediction

Hyeongjun Kwon

Taeyong Song

Somi Jeong

Jin Kim

Jinhyun Jang

...

2023

Learning disentangled skills for hierarchical reinforcement learning through trajectory autoencoder with weak labels

Expert Systems with Applications

Wonil Song

Sangryul Jeon

Hyesong Choi

Kwanghoon Sohn

Dongbo Min

2023/11/15

Knowing where to focus: Event-aware transformer for video grounding

Jinhyun Jang

Jungin Park

Jin Kim

Hyeongjun Kwon

Kwanghoon Sohn

2023

Dual-path adaptation from image to video transformers

Jungin Park

Jiyoung Lee

Kwanghoon Sohn

2023

Hierarchical visual primitive experts for compositional zero-shot learning

Hanjae Kim

Jiyoung Lee

Seongheon Park

Kwanghoon Sohn

2023

Face Photo-Sketch Synthesis Via Domain-Invariant Feature Embedding

Yeji Choi

Kwanghoon Sohn

Ig-Jae Kim

2023/10/8

Unsupervised Deep Asymmetric Stereo Matching with Spatially-Adaptive Self-Similarity

Taeyong Song

Sunok Kim

Kwanghoon Sohn

2023

Normality guided multiple instance learning for weakly supervised video anomaly detection

Seongheon Park

Hanjae Kim

Minsu Kim

Dahye Kim

Kwanghoon Sohn

2023

Unsupervised domain adaptation for multispectral object detection

Hyunsung Jang

Minseok Lee

Jaeyeob Kim

Nam Koo Ha

Kwang Hoon Sohn

2023/6/13

Language-free training for zero-shot video grounding

Dahye Kim

Jungin Park

Jiyoung Lee

Seongheon Park

Kwanghoon Sohn

2023

Local-Guided Global: Paired Similarity Representation for Visual Reinforcement Learning

Hyesong Choi

Hunsang Lee

Wonil Song

Sangryul Jeon

Kwanghoon Sohn

...

2023

Temporalmaxer: Maximize temporal context with only max pooling for temporal action localization

arXiv preprint arXiv:2303.09055

Tuan N Tang

Kwonyoung Kim

Kwanghoon Sohn

2023/3/16

Partmix: Regularization strategy to learn part discovery for visible-infrared person re-identification

Minsu Kim

Seungryong Kim

Jungin Park

Seongheon Park

Kwanghoon Sohn

2023

Deep Cascade Network for Noise-Robust SAR Ship Detection With Label Augmentation

IEEE Geoscience and Remote Sensing Letters

Keunhoon Choi

Taeyong Song

Sunok Kim

Hyunsung Jang

Namkoo Ha

...

2022/9/12

See List of Professors in Kwanghoon Sohn University(Yonsei University)

Co-Authors

H-index: 70
Minh N. Do

Minh N. Do

University of Illinois at Urbana-Champaign

H-index: 36
Dongbo Min

Dongbo Min

Ewha Womans University

H-index: 31
Bumsub Ham

Bumsub Ham

Yonsei University

H-index: 27
Seungryong Kim

Seungryong Kim

Korea University

H-index: 23
Itaru Kitahara

Itaru Kitahara

University of Tsukuba

H-index: 14
Changjae Oh

Changjae Oh

Queen Mary University of London

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