xmed-lab / ECBMLinks
ICLR 2024: Energy-Based Concept Bottleneck Models: Unifying Prediction, Concept Intervention, and Probabilistic Interpretations
☆18Updated 3 months ago
Alternatives and similar repositories for ECBM
Users that are interested in ECBM are comparing it to the libraries listed below
Sorting:
- PIE: Simulating Disease Progression via Progressive Image Editing☆28Updated last year
- CVPR 2023: Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification☆93Updated last year
- ☆25Updated 9 months ago
- Official code for "Probabilistic Concept Bottleneck Models (ICML 2023)"☆17Updated last year
- Official implementation of "MedITok: A Unified Tokenizer for Medical Image Synthesis and Interpretation"☆16Updated this week
- [ECCV 2024] Teach CLIP to Develop a Number Sense for Ordinal Regression☆12Updated 4 months ago
- ☆50Updated last week
- ☆17Updated last month
- [CVPR 2024] FairCLIP: Harnessing Fairness in Vision-Language Learning☆84Updated 3 weeks ago
- [IEEE TMI] The official codes for "UniChest: Conquer-and-Divide Pre-training for Multi-Source Chest X-Ray Classification"☆17Updated last year
- [ICLR 23] A new framework to transform any neural networks into an interpretable concept-bottleneck-model (CBM) without needing labeled c…☆109Updated last year
- NeurIPS 2024 (spotlight): A Textbook Remedy for Domain Shifts Knowledge Priors for Medical Image Analysis☆26Updated 9 months ago
- Code for the paper "Post-hoc Concept Bottleneck Models". Spotlight @ ICLR 2023☆81Updated last year
- ☆22Updated 2 years ago
- ☆21Updated 3 months ago
- This is the official implementation of the Concept Discovery Models paper.☆13Updated last year
- Integrating Clinical Knowledge into Concept Bottleneck Models (MICCAI2024)☆10Updated 11 months 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
- ☆38Updated 9 months ago
- Learning Bottleneck Concepts in Image Classification (CVPR 2023)☆40Updated last year
- ☆20Updated 4 months ago
- [ICLR 2023 spotlight] MEDFAIR: Benchmarking Fairness for Medical Imaging☆68Updated 2 years ago
- [CVPR 2025] Official implementation of BiomedCoOp☆69Updated last month
- Code base for "On-the-Fly Test-time Adaptation for Medical Image Segmentation"☆29Updated 3 years ago
- [CVPR2024] PairAug: What Can Augmented Image-Text Pairs Do for Radiology?☆30Updated 9 months ago
- Code for the paper Visual Explanations of Image–Text Representations via Multi-Modal Information Bottleneck Attribution☆55Updated last year
- Implementation of the paper "CXR-IRGen: An Integrated Vision and Language Model for the Generation of Clinically Accurate Chest X-Ray Ima…☆19Updated last year
- The medical imaging meta-learning toolbox allows to build models that learn to learn in a setting with diverse tasks. It also provides co…☆41Updated last year
- An official implementation of "On Fairness of Medical Image Classification with Multiple Sensitive Attributes via Learning Orthogonal Rep…☆9Updated last year
- Official implementation for 'Class-Balancing Diffusion Models'☆54Updated last year