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Saumya Gupta
Saumya Gupta
2
Affiliations
Affiliations
Samsung Reserach & Development Institute (Past)
Stony Brook University (Present)
5
papers
132
total citations
papers (5)
Learning Topological Interactions for Multi-Class Medical Image Segmentation
ECCV 2022
arXiv
56
citations
Topology-Aware Uncertainty for Image Segmentation
NEURIPS 2023
arXiv
44
citations
Semi-supervised Segmentation of Histopathology Images with Noise-Aware Topological Consistency
ECCV 2024
arXiv
13
citations
TopoCellGen: Generating Histopathology Cell Topology with a Diffusion Model
CVPR 2025
arXiv
11
citations
TopoDiffusionNet: A Topology-aware Diffusion Model
ICLR 2025
arXiv
8
citations