ejkim47 / prob-cbmLinks
Official code for "Probabilistic Concept Bottleneck Models (ICML 2023)"
☆17Updated last year
Alternatives and similar repositories for prob-cbm
Users that are interested in prob-cbm are comparing it to the libraries listed below
Sorting:
- This is the official implementation of the Concept Discovery Models paper.☆13Updated last year
- ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition☆38Updated 2 years ago
- Base Code of "LifeLonger: A Benchmark for Continual Disease Classification, MICCAI, 2022"☆21Updated 2 years ago
- [DALI 2022] "Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study" by Gregory Holste, Song Wang, Ziyu Jian…☆34Updated 2 years ago
- Learning Bottleneck Concepts in Image Classification (CVPR 2023)☆40Updated last year
- ☆15Updated 2 years ago
- ICCV2021 paper: Interpretable Image Recognition by Constructing Transparent Embedding Space (TesNet)☆24Updated 3 years ago
- Source code for "MEDIMP: 3D Medical Images with clinical Prompts from limited tabular data for renal transplantation", MIDL 2023, https:/…☆10Updated 2 years ago
- [ICCV 2023] Harvard Glaucoma Detection and Progression: A Multimodal Multitask Dataset and Generalization-Reinforced Semi-Supervised Lear…☆20Updated 7 months ago
- Implementation of the paper "A Framework for Learning Ante-hoc Explainable Models via Concepts" (CVPR 2022).☆8Updated last year
- Official repository for 'Risk of Bias in Chest Radiography Deep Learning Foundation Models'☆12Updated last year
- NeurIPS 2024 (spotlight): A Textbook Remedy for Domain Shifts Knowledge Priors for Medical Image Analysis☆26Updated 9 months ago
- Official Code for ICML 2023 Paper: On the Generalization of Multi-modal Contrastive Learning☆26Updated last year
- [Science Advances] Demographic Bias of Vision-Language Foundation Models in Medical Imaging☆21Updated 4 months ago
- The source code of 'Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification' (MICCAI 2021)☆18Updated 3 years ago
- Domain generalization benchmark for skin lesion recognition, MICCAI 2023☆20Updated last year
- An open-world scenario domain generalization code base☆26Updated 2 years ago
- ☆38Updated last year
- The official repository for Deformable ProtoPNet, as described in "Deformable ProtoPNet: An Interpretable Image Classifier Using Deformab…☆46Updated 8 months ago
- GitHub repository for KDD 2021 work: ProtoPShare: Prototypical Parts Sharing for Similarity Discovery in Interpretable Image Classificati…☆13Updated 4 years ago
- Test-time adaptation via Nearest neighbor information (TAST), submitted to ICLR'23☆23Updated 2 years ago
- Official code for "BoMD: Bag of Multi-label Descriptors for Noisy Chest X-ray Classification"☆26Updated last year
- [TMLR'24] This repository includes the official implementation our paper "Unleashing the Power of Visual Prompting At the Pixel Level"☆41Updated last year
- The Pytorch implementation for "Are Data-driven Explanations Robust against Out-of-distribution Data?" (CVPR 2023)☆9Updated 10 months ago
- ☆12Updated 4 years ago
- [MICCAI'22] Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift☆20Updated 2 years ago
- [ISBI 2023] Official Implementation for Label-Assemble☆19Updated last year
- [Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization☆28Updated 7 months ago
- ☆15Updated 10 months ago
- ☆10Updated 2 months ago