Suruchi Kumari

18 papers A* 2A 1C 1Journal 11Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Learning with less: A survey of deep learning in medical imaging under varying supervision levels.
Artif. Intell. Medicine
Suruchi Kumari, Pravendra Singh
2025 A* conf
A Unified Degradation-Robust Approach to SSL and UDA for 3D Medical Images.
AAAI
Suruchi Kumari, Pravendra Singh
2025 — conf
Addressing Label Scarcity and Domain Shift in Medical Image Segmentation.
MICCAI (7)
Suruchi Kumari, Pravendra Singh
2025 A* conf
Annotation Ambiguity Aware Semi-Supervised Medical Image Segmentation.
CVPR
Suruchi Kumari, Pravendra Singh
2025 — conf
Improving Medical Image Segmentation with Implicit Representation and Noisy Label Robustness.
MICCAI (16)
Suruchi Kumari, Harshdeep Singh, Pravendra Singh
2025 — conf
Leveraging Fixed and Dynamic Pseudo-Labels in Cross-Supervision Framework for Semi-Supervised Medical Image Segmentation.
CVPR Workshops
Suruchi Kumari, Pravendra Singh
2025 C conf
Optimizing Coverage-Driven Verification Using Machine Learning and PyUVM: A Novel Approach.
ISCAS
Suruchi Kumari, Deepak Narayan Gadde, Aman Kumar
2025 J jnl
Optimizing Coverage-Driven Verification Using Machine Learning and PyUVM: A Novel Approach.
CoRR
Suruchi Kumari, Deepak Narayan Gadde, Aman Kumar
2024 J jnl
Deep learning for unsupervised domain adaptation in medical imaging: Recent advancements and future perspectives.
Comput. Biol. Medicine
Suruchi Kumari, Pravendra Singh
2024 A conf
Dynamic Reconfigurable Security Cells Based on Emerging Devices Integrable in FDSOI Technology.
DATE
Niladri Bhattacharjee, Viktor Havel, Suruchi Kumari, Nima Kavand, Jorge Navarro Quijada, Akash Kumar, Thomas Mikolajick, Jens Trommer
2024 J jnl
Effective Design Verification - Constrained Random with Python and Cocotb.
CoRR
Deepak Narayan Gadde, Suruchi Kumari, Aman Kumar
2024 J jnl
Leveraging Fixed and Dynamic Pseudo-labels for Semi-supervised Medical Image Segmentation.
CoRR
Suruchi Kumari, Pravendra Singh
2024 J jnl
Leveraging Task-Specific Knowledge from LLM for Semi-Supervised 3D Medical Image Segmentation.
CoRR
Suruchi Kumari, Aryan Das, Swalpa Kumar Roy, Indu Joshi, Pravendra Singh
2024 J jnl
SPLAL: Similarity-based pseudo-labeling with alignment loss for semi-supervised medical image classification.
Biomed. Signal Process. Control.
Md Junaid Mahmood, Pranaw Raj, Divyansh Agarwal, Suruchi Kumari, Pravendra Singh
2024 J jnl
Towards Efficient Design Verification - Constrained Random Verification using PyUVM.
CoRR
Deepak Narayan Gadde, Suruchi Kumari, Aman Kumar
2023 J jnl
Data efficient deep learning for medical image analysis: A survey.
CoRR
Suruchi Kumari, Pravendra Singh
2023 J jnl
Deep learning for unsupervised domain adaptation in medical imaging: Recent advancements and future perspectives.
CoRR
Suruchi Kumari, Pravendra Singh
2023 J jnl
SPLAL: Similarity-based pseudo-labeling with alignment loss for semi-supervised medical image classification.
CoRR
Md Junaid Mahmood, Pranaw Raj, Divyansh Agarwal, Suruchi Kumari, Pravendra Singh