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Kwak, Suha

  1. Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation
    2018/03/28 by Jiwoon Ahn, Suha Kwak, Ahn, Jiwoon +1 · 15 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  2. Proxy Anchor Loss for Deep Metric Learning
    2020/03/31 by Kim, Sungyeon, Kim, Dongwon, Cho, Minsu +1 · 12 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  3. Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations
    2019/04/10 by Jiwoon Ahn, Ahn, Jiwoon, Sunghyun Cho +3 · 11 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Image and Object Detection Techniques #Machine Learning (cs.LG)
  4. Distilling Diffusion Models into Conditional GANs
    2024/05/09 by Minguk Kang, Richard Zhang, Kang, Minguk +15 · 19 citations
    Computer Science · #Machine Learning in Healthcare #Speech Recognition and Synthesis
  5. Domain-Specific Batch Normalization for Unsupervised Domain Adaptation
    2019/05/27 by Woong-Gi Chang, Chang, Woong-Gi, Tackgeun You +7 · 8 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Cancer-related molecular mechanisms research #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
  6. ReSTR: Convolution-free Referring Image Segmentation Using Transformers
    2022/03/31 by Namyup Kim, Kim, Namyup, Dong-Won Kim +7 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  7. URIE: Universal Image Enhancement for Visual Recognition in the Wild
    2020/07/17 by Taeyoung Son, Son, Taeyoung, Juwon Kang +7 · 5 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques
  8. PromptStyler: Prompt-driven Style Generation for Source-free Domain Generalization
    2023/07/27 by Junhyeong Cho, Cho, Junhyeong, Gilhyun Nam +7 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Text and Document Classification Technologies
  9. Unsupervised Object Discovery and Localization in the Wild: Part-based Matching with Bottom-up Region Proposals
    2015/01/25 by Minsu Cho, Cho, Minsu, Suha Kwak +5 · 4 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
  10. Semi-supervised Semantic Segmentation with Error Localization Network
    2022/04/05 by Kwon, Donghyeon, Kwak, Suha · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  11. WEDGE: Web-Image Assisted Domain Generalization for Semantic Segmentation
    2021/09/29 by Namyup Kim, Taeyoung Son, Kim, Namyup +8 · 4 citations
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #COVID-19 diagnosis using AI
  12. Collaborative Transformers for Grounded Situation Recognition
    2022/03/30 by Cho, Junhyeong, Yoon, Youngseok, Kwak, Suha · 4 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  13. Democratizing Text-to-Image Masked Generative Models with Compact Text-Aware One-Dimensional Tokens
    2025/01/13 by Kim, Dongwon, He, Ju, Yu, Qihang +4 · 10 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  14. MotionSqueeze: Neural Motion Feature Learning for Video Understanding
    2020/07/20 by Kwon, Heeseung, Kim, Manjin, Kwak, Suha +1 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  15. HIER: Metric Learning Beyond Class Labels via Hierarchical Regularization
    2022/12/29 by Kim, Sungyeon, Jeong, Boseung, Kwak, Suha · 4 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  16. Reflection and Rotation Symmetry Detection via Equivariant Learning
    2022/03/31 by Seo, Ahyun, Kim, Byungjin, Kwak, Suha +1 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  17. Online Tracking by Learning Discriminative Saliency Map with Convolutional Neural Network
    2015/02/24 by Hong, Seunghoon, You, Tackgeun, Kwak, Suha +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  18. Extending CLIP's Image-Text Alignment to Referring Image Segmentation
    2023/06/14 by Seoyeon Kim, Minguk Kang, Kim, Seoyeon +4 · 4 citations
    Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Medical Image Segmentation Techniques
  19. Combating Label Distribution Shift for Active Domain Adaptation
    2022/08/13 by Hwang, Sehyun, Lee, Sohyun, Kim, Sungyeon +2 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.10 #Machine Learning (cs.LG)
  20. Towards More Practical Group Activity Detection: A New Benchmark and Model
    2023/12/05 by Dong-Keun Kim, Youngkil Song, Kim, Dongkeun +5 · 5 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Network Security and Intrusion Detection
  21. Improving Cross-Modal Retrieval with Set of Diverse Embeddings
    2022/11/30 by Dong-Won Kim, Kim, Dongwon, Namyup Kim +3 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  22. Adaptive Superpixel for Active Learning in Semantic Segmentation
    2023/03/29 by Hoyoung Kim, Minhyeon Oh, Kim, Hoyoung +7 · 3 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Algorithms
  23. Embedding Transfer with Label Relaxation for Improved Metric Learning
    2021/03/27 by Sung‐Yeon Kim, Dong-Won Kim, Kim, Sungyeon +5 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech Recognition and Synthesis #Speech and Audio Processing
  24. Learning Debiased Classifier with Biased Committee
    2022/06/22 by Nayeong Kim, Sehyun Hwang, Kim, Nayeong +7 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  25. Shatter and Gather: Learning Referring Image Segmentation with Text Supervision
    2023/08/29 by Dong-Won Kim, Namyup Kim, Kim, Dongwon +5 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  26. Grounded Situation Recognition with Transformers
    2021/11/19 by Cho, Junhyeong, Yoon, Youngseok, Lee, Hyeonjun +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  27. FIFO: Learning Fog-invariant Features for Foggy Scene Segmentation
    2022/04/04 by SoHyun Lee, Lee, Sohyun, Taeyoung Son +3 · 2 citations
    Computer Science · #Image Enhancement Techniques #Generative Adversarial Networks and Image Synthesis #Advanced Image Processing Techniques
  28. Active Learning for Semantic Segmentation with Multi-class Label Query
    2023/09/17 by Hwang, Sehyun, Lee, Sohyun, Kim, Hoyoung +3 · 2 citations
    #68T07 #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.2.10 #Machine Learning (cs.LG)
  29. PLOT: Text-based Person Search with Part Slot Attention for Corresponding Part Discovery
    2024/09/20 by Park, Jicheol, Kim, Dongwon, Jeong, Boseung +1 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  30. Unsupervised Object Discovery and Tracking in Video Collections
    2015/05/14 by Suha Kwak, Minsu Cho, Kwak, Suha +7 · 1 citation
    Computer Science · #Video Surveillance and Tracking Methods #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging
  31. Active Label Correction for Semantic Segmentation with Foundation Models
    2024/03/16 by Hoyoung Kim, Sehyun Hwang, Kim, Hoyoung +5 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Machine Learning and Data Classification #Web Data Mining and Analysis
  32. GENIUS: A Generative Framework for Universal Multimodal Search
    2025/03/25 by Kim, Sungyeon, Zhu, Xinliang, Lin, Xiaofan +3 · 4 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  33. Relational Self-Attention: What's Missing in Attention for Video Understanding
    2021/11/02 by Manjin Kim, Kim, Manjin, Heeseung Kwon +7 · 1 citation
    Computer Science · #Human Pose and Action Recognition #Anomaly Detection Techniques and Applications #Multimodal Machine Learning Applications
  34. Efficient and Versatile Robust Fine-Tuning of Zero-shot Models
    2024/08/11 by Sung‐Yeon Kim, Boseung Jeong, Kim, Sungyeon +5 · 2 citations
    Computer Science · Engineering · Physics and Astronomy · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Nuclear reactor physics and engineering
  35. Self-Taught Metric Learning without Labels
    2022/05/04 by Kim, Sungyeon, Kim, Dongwon, Cho, Minsu +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  36. Few-shot Metric Learning: Online Adaptation of Embedding for Retrieval
    2022/11/14 by Jung, Deunsol, Kang, Dahyun, Kwak, Suha +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  37. Cross-Domain Ensemble Distillation for Domain Generalization
    2022/11/25 by kyungmoon lee, Lee, Kyungmoon, Sung‐Yeon Kim +3 · 1 citation
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI #Viral Infections and Outbreaks Research
  38. Human Pose Estimation in Extremely Low-Light Conditions
    2023/03/27 by Lee, Sohyun, Rim, Jaesung, Jeong, Boseung +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  39. SYNAuG: Exploiting Synthetic Data for Data Imbalance Problems
    2023/08/02 by Ye-Bin, Moon, Hyeon-Woo, Nam, Choi, Wonseok +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  40. Improving Robustness to Multiple Spurious Correlations by Multi-Objective Optimization
    2024/09/05 by Kim, Nayeong, Kang, Juwon, Ahn, Sungsoo +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  41. Extreme Point Supervised Instance Segmentation
    2024/05/31 by Hyunjun Lee, Sehyun Hwang, Lee, Hyeonjun +3 · 1 citation
    Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  42. Learning Audio-guided Video Representation with Gated Attention for Video-Text Retrieval
    2025/04/03 by Boseung Jeong, Jeong, Boseung, Jicheol Park +5 · 2 citations
    Computer Science · #Music and Audio Processing #Video Analysis and Summarization #Multimodal Machine Learning Applications
  43. Improving Sound Source Localization with Joint Slot Attention on Image and Audio
    2025/04/21 by Kim, Inho, Song, Youngkil, Park, Jicheol +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Sound (cs.SD)
  44. Online Temporal Action Localization with Memory-Augmented Transformer
    2024/08/06 by Youngkil Song, Dong-Keun Kim, Song, Youngkil +5 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
  45. ActFusion: a Unified Diffusion Model for Action Segmentation and Anticipation
    2024/12/05 by Gong, Dayoung, Kwak, Suha, Cho, Minsu · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  46. Bootstrapping Top-down Information for Self-modulating Slot Attention
    2024/11/04 by Kim, Dongwon, Kim, Seoyeon, Kwak, Suha · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)