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WebFeb 10, 2024 · TL;DR: Embedding-base instance segmentation (EmbedSeg) achieves state-of-the-art results on several 2D and 3D microscopy datasets. Abstract: Automatic … WebApr 12, 2024 · By applying BPR to “PolyTransform + SegFix”, we estab- lished a new state-of-the-art on Cityscapes test with AP of 42.7% , reaching 1 st place on the Cityscapes leaderboard fisher price toy store online
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Web18 rows · Apr 5, 2024 · In this paper, we introduce the Efficient Panoptic Segmentation (EfficientPS) architecture that consists of a shared backbone which efficiently encodes … WebHomepage Google Scholar GitHub EDUCATION University of Toronto, Toronto, ON, Canada Jan. 2024 - Present Ph.D. in Computer Science, GPA: 4.0/4.0 ... PolyTransform: Deep Polygon Transformer for Instance Segmentation Conference on Computer Vision and Pattern Recognition (CVPR), 2024. WebAsyInst: Asymmetric Affinity with DepthGrad and Color for Box-Supervised Instance Segmentation. no code yet • 7 Dec 2024 Through systematic analysis, we found that the commonly used pairwise affinity loss has two limitations: (1) it works with color affinity but leads to inferior performance with other modalities such as depth gradient, (2)the original … fisher price toys nativity set