Concepedia

Suha Kwak

SK

48

Publications

5K

Citations

29

H-Index

2011

Active since

Affiliations

Pohang University of Science and Technology(Current)

Daegu Gyeongbuk Institute of Science and Technology

Institut national de recherche en sciences et technologies du numérique

École Normale Supérieure - PSL

Suha Kwak is an author at Pohang University of Science and Technology specializing in machine learning, engineering, and pattern recognition.

Top concepts

EngineeringMachine LearningPattern RecognitionDeep LearningComputer VisionData ScienceImage AnalysisMachine VisionComputer ScienceScene Understanding

Publications per year

2011–2023

48

Publications

48

Learning Pixel-Level Semantic Affinity with Image-Level Supervision for Weakly Supervised Semantic Segmentation

Jiwoon Ahn, Suha Kwak · 2018 · 845 citations

Convolutional Neural Network, Scene Analysis, Engineering +20

Weakly Supervised Learning of Instance Segmentation With Inter-Pixel Relations

Jiwoon Ahn, Sunghyun Cho, Suha Kwak · 2019 · 604 citations

Scene Analysis, Engineering, Machine Learning +17

Online Tracking by Learning Discriminative Saliency Map with Convolutional Neural Network

Seunghoon Hong, Tackgeun You, Suha Kwak et al. · arXiv (Cornell University) · 2015 · 518 citations · Full text

Convolutional Neural Network, Location Tracking, Engineering +17

Domain-Specific Batch Normalization for Unsupervised Domain Adaptation

Woong-Gi Chang, Tackgeun You, Seonguk Seo et al. · 2019 · 425 citations

Natural Language Processing, Batch Normalization Layers, Convolutional Neural Network +14

Proxy Anchor Loss for Deep Metric Learning

Sung‐Yeon Kim, Dong-Won Kim, Minsu Cho et al. · 2020 · 368 citations

Structured Prediction, Proxy Anchor Loss, Engineering +13

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