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Suruchi Kumari

4 papers · 2025–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver

Venues

MICCAI (2) AAAI (1) CVPR (1)

Top co-authors

Pravendra Singh (4) Harshdeep Singh (1)

Research topics

Computer Vision (2) Machine Learning (2) Domain-Specific (2) Learning Types · Machine Learning (2) Deep Learning (1) Healthcare & Medicine (1) Application Areas (1) Clinical (1) Learning Types · Deep Learning (1) Processing (1)

Keywords

medical image segmentation (2) semi-supervised learning (2) uncertainty quantification (1) wavelet transform (1) diffusion model (1) uncertainty estimation (1) wavelet denoising (1) degraded image (1) segmentation mask (1) annotation ambiguity (1) domain adaptation (1)

Papers

Addressing Label Scarcity and Domain Shift in Medical Image Segmentation MICCAI 2025 Annotation Ambiguity Aware Semi-Supervised Medical Image Segmentation CVPR 2025 A Unified Degradation-Robust Approach to SSL and UDA for 3D Medical Images AAAI 2025 Improving Medical Image Segmentation with Implicit Representation and Noisy Label Robustness MICCAI 2025