SrishtiGautam / ProtoVAE
☆13Updated last year
Related projects ⓘ
Alternatives and complementary repositories for ProtoVAE
- ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition☆34Updated last year
- Official repository for 'Algorithmic encoding of protected characteristics in chest X-ray disease detection models'☆24Updated last year
- Base Code of "LifeLonger: A Benchmark for Continual Disease Classification, MICCAI, 2022"☆19Updated last year
- Code for the paper "Failure Detection in Medical Image Classification: A Reality Check and Benchmarking Testbed", TMLR 2022, Bernhardt et…☆20Updated 2 years ago
- [ICCV 2023] Evaluation and Improvement of Interpretability for Self-Explainable Part-Prototype Networks☆13Updated last year
- Code of our method MbLS (Margin-based Label Smoothing) for network calibration. To Appear at CVPR 2022. Paper : https://arxiv.org/abs/211…☆48Updated 2 years ago
- GitHub repository for KDD 2021 work: ProtoPShare: Prototypical Parts Sharing for Similarity Discovery in Interpretable Image Classificati…☆11Updated 3 years ago
- ICCV2021 paper: Interpretable Image Recognition by Constructing Transparent Embedding Space (TesNet)☆19Updated 2 years ago
- [ICLR 2023 spotlight] MEDFAIR: Benchmarking Fairness for Medical Imaging☆59Updated last year
- [ICCV 2023] Harvard Glaucoma Detection and Progression: A Multimodal Multitask Dataset and Generalization-Reinforced Semi-Supervised Lear…☆14Updated 3 months ago
- Local Temperature Scaling for Probability Calibration☆22Updated 2 years ago
- The official repository for Deformable ProtoPNet, as described in "Deformable ProtoPNet: An Interpretable Image Classifier Using Deformab…☆37Updated 4 months ago
- Detecting Shortcuts in Medical Images - A Case Study in Chest X-rays - ISBI 2023☆9Updated last year
- [CVPR 2022] Official code for the paper: "A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibra…☆30Updated 2 years ago
- The source code of 'Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification' (MICCAI 2021)☆16Updated 3 years ago
- Official code for "Probabilistic Concept Bottleneck Models (ICML 2023)"☆16Updated last year
- Pytorch code for the paper "Deep Active Learning for Joint Classification and Segmentation with Weak Annotator"☆29Updated 2 years ago
- [CVPR 2023] TeSLA: Test-Time Self-Learning With Automatic Adversarial Augmentation☆22Updated last year
- ☆13Updated 3 months ago
- Code for paper "AI for radiographic COVID-19 detection selects shortcuts over signal"☆29Updated 3 years ago
- Code for our MIDL2020 submission "Well-Calibrated Regression Uncertainty in Medical Imaging with Deep Learning".☆30Updated 3 years ago
- Demographic Bias of Vision-Language Foundation Models in Medical Imaging☆12Updated 8 months ago
- Implementation of the paper "A Framework for Learning Ante-hoc Explainable Models via Concepts" (CVPR 2022).☆8Updated 3 months ago
- Improving the Fairness of Chest X-ray Classifiers☆14Updated 2 years ago
- Latent Discriminant deterministic Uncertainty [ECCV2022]☆39Updated 2 years ago
- Official code of the CVPR 2022 paper "Proto2Proto: Can you recognize the car, the way I do?"☆19Updated 2 years ago
- ☆13Updated 3 years ago
- ☆31Updated 7 months ago
- [Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization☆22Updated 10 months ago
- ☆43Updated 3 years ago