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 Label Correction for Semantic Segmentation with Foundation Models

Activity Grammars for Temporal Action Segmentation

Active Learning for Semantic Segmentation with Multi-class Label Query

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

Wedge: web-image assisted domain generalization for semantic segmentation

Shatter and Gather: Learning Referring Image Segmentation with Text Supervision

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

Google Scholar

Suha Kwak Skills & Research Interests

Computer Vision

Machine Learning

Top articles of Suha Kwak

Active Label Correction for Semantic Segmentation with Foundation Models

arXiv preprint arXiv:2403.10820

2024/3/16

Activity Grammars for Temporal Action Segmentation

Advances in Neural Information Processing Systems

2024/2/13

Suha Kwak
Suha Kwak

H-Index: 17

Minsu Cho
Minsu Cho

H-Index: 25

Active Learning for Semantic Segmentation with Multi-class Label Query

Advances in Neural Information Processing Systems

2024/2/13

Optical Flow Domain Adaptation via Target Style Transfer

2024

Self-Supervised Learning of Semantic Correspondence Using Web Videos

2024

Minsu Cho
Minsu Cho

H-Index: 25

Suha Kwak
Suha Kwak

H-Index: 17

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

2024

Injun Choi
Injun Choi

H-Index: 8

Suha Kwak
Suha Kwak

H-Index: 17

Wedge: web-image assisted domain generalization for semantic segmentation

2023/5/29

Suha Kwak
Suha Kwak

H-Index: 17

Shatter and Gather: Learning Referring Image Segmentation with Text Supervision

2023

Dongwon Kim
Dongwon Kim

H-Index: 7

Suha Kwak
Suha Kwak

H-Index: 17

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

2023

Sungyeon Kim
Sungyeon Kim

H-Index: 2

Suha Kwak
Suha Kwak

H-Index: 17

Adaptive superpixel for active learning in semantic segmentation

2023

Human pose estimation in extremely low-light conditions

2023

Hier: Metric learning beyond class labels via hierarchical regularization

2023

Improving cross-modal retrieval with set of diverse embeddings

2023

Dongwon Kim
Dongwon Kim

H-Index: 7

Suha Kwak
Suha Kwak

H-Index: 17

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

arXiv preprint arXiv:2312.02878

2023/12/5

Improving Robustness and Accuracy with Retrospective Online Adversarial Distillation

2023/10/13

Suha Kwak
Suha Kwak

H-Index: 17

Young-Joo Suh
Young-Joo Suh

H-Index: 12

Removing Multiple Shortcuts through the Lens of Multi-task Learning

2023/10/13

Universal Metric Learning with Parameter-Efficient Transfer Learning

arXiv preprint arXiv:2309.08944

2023/9/16

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

arXiv preprint arXiv:2308.00994

2023/8/2

Leveraging proxy of training data for test-time adaptation

2023/6/15

Collaborative transformers for grounded situation recognition

2022

Suha Kwak
Suha Kwak

H-Index: 17

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

Co-Authors

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