batmanlab
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Mammo-CLIP
Mammo-CLIP Public[MICCAI 2024, top 11%] Official Pytorch implementation of Mammo-CLIP: A Vision Language Foundation Model to Enhance Data Efficiency and Robustness in Mammography
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Context_Aware_SSL
Context_Aware_SSL PublicOfficial PyTorch implementation for paper Context Matters: Graph-based Self-supervised Representation Learning for Medical Images
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Repositories
- Ladder Public
[ACL 2025] Official Pytorch implementation of LADDER: Language-Driven Slice Discovery and Error Rectification in Vision Classifiers
- Mammo-CLIP Public
[MICCAI 2024, top 11%] Official Pytorch implementation of Mammo-CLIP: A Vision Language Foundation Model to Enhance Data Efficiency and Robustness in Mammography
- HA-GAN Public
Official PyTorch implementation for HA-GAN, a memory efficient 3D GAN, accepted to IEEE J-BHI
- SiameseAGXNet Public
Classifying disease progression in chest radiographs using weak labels automatically derived from radiology reports.
- TMLR23_Dynamics_of_Spurious_Features Public
Official Repository for the TMLR-2023 paper titled: "Beyond Distribution Shift: Spurious Features Through the Lens of Training Dynamics"
- ICML-2023-Route-interpret-repeat Public
[ICML 2023] Official repository of paper: Dividing and Conquering a BlackBox to a Mixture of Interpretable Models: Route, Interpret, Repeat
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