Publications

2023

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    Shatter and Gather: Learning Referring Image Segmentation with Text Supervision
    Dongwon Kim*Namyup Kim*Cuiling Lan, and Suha Kwak
    In IEEE/CVF International Conference on Computer Vision (ICCV), Oct 2023
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    Improving Cross-Modal Retrieval With Set of Diverse Embeddings
    Dongwon KimNamyup Kim, and Suha Kwak
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2023
    (Highlight, 235/9155 = 2.5%)

2022

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    ReSTR: Convolution-Free Referring Image Segmentation Using Transformers
    Namyup KimDongwon KimCuiling LanWenjun Zeng, and Suha Kwak
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2022
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    Self-Taught Metric Learning Without Labels
    Sungyeon KimDongwon KimMinsu Cho, and Suha Kwak
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2022

2021

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    Embedding Transfer With Label Relaxation for Improved Metric Learning
    Sungyeon KimDongwon KimMinsu Cho, and Suha Kwak
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2021

2020

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    Proxy Anchor Loss for Deep Metric Learning
    Sungyeon KimDongwon KimMinsu Cho, and Suha Kwak
    In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2020