Saumya Gupta
7 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) 🧭 Keyword Pioneer
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Mega-Team
(53)
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The Questioner
Conferences
ECCV (2)
ICLR (2)
NIPS (2)
CVPR (1)
Top co-authors
Keywords
benchmark evaluation
(1)
domain generalization
(1)
medical imaging
(1)
data augmentation
(1)
medical image segmentation
(1)
topological data analysis
(1)
out-of-distribution generalization
(1)
cell detection
(1)
diffusion model
(1)
uncertainty estimation
(1)
computed tomography
(1)
digital pathology
(1)
topological constraint
(1)
cell topology
(1)
synthetic generation
(1)
abdominal organ segmentation
(1)
medical segmentation
(1)
discrete morse theory
(1)
curvilinear structure segmentation
(1)
structure-wise uncertainty
(1)
Papers
TopoDiffusionNet: A Topology-aware Diffusion Model
ICLR 2025
TopoCellGen: Generating Histopathology Cell Topology with a Diffusion Model
CVPR 2025
Backdooring Vision-Language Models with Out-Of-Distribution Data
ICLR 2025
Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
NIPS 2024
Semi-supervised Segmentation of Histopathology Images with Noise-Aware Topological Consistency
ECCV 2024
Topology-Aware Uncertainty for Image Segmentation
NIPS 2023
Learning Topological Interactions for Multi-Class Medical Image Segmentation
ECCV 2022