Suha Kwak

About Suha Kwak

Suha Kwak, With an exceptional h-index of 27 and a recent h-index of 23 (since 2020), a distinguished researcher at Pohang University of Science and Technology, specializes in the field of Computer Vision, Machine Learning.

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

Active Learning for Semantic Segmentation with Multi-class Label Query

Active Label Correction for Semantic Segmentation with Foundation Models

Optical Flow Domain Adaptation via Target Style Transfer

Self-Supervised Learning of Semantic Correspondence Using Web Videos

Interactive Network Perturbation between Teacher and Students for Semi-Supervised Semantic Segmentation

Activity Grammars for Temporal Action Segmentation

Promptstyler: Prompt-driven style generation for source-free domain generalization

Removing Multiple Shortcuts through the Lens of Multi-task Learning

Suha Kwak Information

University

Position

___

Citations(all)

5325

Citations(since 2020)

4292

Cited By

2255

hIndex(all)

27

hIndex(since 2020)

23

i10Index(all)

44

i10Index(since 2020)

40

Email

University Profile Page

Pohang University of Science and Technology

Google Scholar

View Google Scholar Profile

Suha Kwak Skills & Research Interests

Computer Vision

Machine Learning

Top articles of Suha Kwak

Title

Journal

Author(s)

Publication Date

Active Learning for Semantic Segmentation with Multi-class Label Query

Advances in Neural Information Processing Systems

Sehyun Hwang

Sohyun Lee

Hoyoung Kim

Minhyeon Oh

Jungseul Ok

...

2024/2/13

Active Label Correction for Semantic Segmentation with Foundation Models

arXiv preprint arXiv:2403.10820

Hoyoung Kim

Sehyun Hwang

Suha Kwak

Jungseul Ok

2024/3/16

Optical Flow Domain Adaptation via Target Style Transfer

Jeongbeen Yoon

Sanghyun Kim

Suha Kwak

Minsu Cho

2024

Self-Supervised Learning of Semantic Correspondence Using Web Videos

Donghyeon Kwon

Minsu Cho

Suha Kwak

2024

Interactive Network Perturbation between Teacher and Students for Semi-Supervised Semantic Segmentation

Hyuna Cho

Injun Choi

Suha Kwak

Won Hwa Kim

2024

Activity Grammars for Temporal Action Segmentation

Advances in Neural Information Processing Systems

Dayoung Gong

Joonseok Lee

Deunsol Jung

Suha Kwak

Minsu Cho

2024/2/13

Promptstyler: Prompt-driven style generation for source-free domain generalization

Junhyeong Cho

Gilhyun Nam

Sungyeon Kim

Hunmin Yang

Suha Kwak

2023

Removing Multiple Shortcuts through the Lens of Multi-task Learning

Nayeong Kim

Juwon Kang

Sungsoo Ahn

Jungseul Ok

Suha Kwak

2023/10/13

Hier: Metric learning beyond class labels via hierarchical regularization

Sungyeon Kim

Boseung Jeong

Suha Kwak

2023

Leveraging proxy of training data for test-time adaptation

Juwon Kang

Nayeong Kim

Donghyeon Kwon

Jungseul Ok

Suha Kwak

2023/6/15

Improving cross-modal retrieval with set of diverse embeddings

Dongwon Kim

Namyup Kim

Suha Kwak

2023

Towards More Practical Group Activity Detection: A New Benchmark and Model

arXiv preprint arXiv:2312.02878

Dongkeun Kim

Youngkil Song

Minsu Cho

Suha Kwak

2023/12/5

Wedge: web-image assisted domain generalization for semantic segmentation

Namyup Kim

Taeyoung Son

Jaehyun Pahk

Cuiling Lan

Wenjun Zeng

...

2023/5/29

Universal Metric Learning with Parameter-Efficient Transfer Learning

arXiv preprint arXiv:2309.08944

Sungyeon Kim

Donghyun Kim

Suha Kwak

2023/9/16

Adaptive superpixel for active learning in semantic segmentation

Hoyoung Kim

Minhyeon Oh

Sehyun Hwang

Suha Kwak

Jungseul Ok

2023

Shatter and Gather: Learning Referring Image Segmentation with Text Supervision

Dongwon Kim

Namyup Kim

Cuiling Lan

Suha Kwak

2023

Human pose estimation in extremely low-light conditions

Sohyun Lee

Jaesung Rim

Boseung Jeong

Geonu Kim

Byungju Woo

...

2023

Improving Robustness and Accuracy with Retrospective Online Adversarial Distillation

Joongsu Kim

Junhyung Jo

Suha Kwak

Young-Joo Suh

2023/10/13

Exploiting Synthetic Data for Data Imbalance Problems: Baselines from a Data Perspective

arXiv preprint arXiv:2308.00994

Moon Ye-Bin

Nam Hyeon-Woo

Wonseok Choi

Nayeong Kim

Suha Kwak

...

2023/8/2

Learning to detect semantic boundaries with image-level class labels

International Journal of Computer Vision

Namyup Kim

Sehyun Hwang

Suha Kwak

2022/9

See List of Professors in Suha Kwak University(Pohang University of Science and Technology)

Co-Authors

H-index: 55
Bohyung Han

Bohyung Han

Seoul National University

H-index: 45
Minsu Cho

Minsu Cho

Pohang University of Science and Technology

H-index: 28
Sunghyun Cho

Sunghyun Cho

Pohang University of Science and Technology

H-index: 25
Seunghoon Hong

Seunghoon Hong

KAIST

H-index: 22
Joon Hee Han

Joon Hee Han

Pohang University of Science and Technology

H-index: 7
Heeseung Kwon

Heeseung Kwon

Pohang University of Science and Technology

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