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Adobe Media and Data Science Research (MDSR) Laboratory
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LOCATE: Self-supervised Object Discovery via Flow-guided Graph-cut and Bootstrapped Self-training
Learning object segmentation in image and video datasets without human supervision is a challenging problem. Humans easily identify …
Silky Singh, Shripad Deshmukh, Mausoom Sarkar, Balaji Krishnamurthy
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SimPropNet: Improved Similarity Propagation for Few-shot Image Segmentation
Few-shot segmentation (FSS) methods perform image segmentation for a particular object class in a target (query) image, using a small …
Siddhartha Gairola, Mayur Hemani, Ayush Chopra, Balaji Krishnamurthy
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