xmed-lab / ECBMLinks
ICLR 2024: Energy-Based Concept Bottleneck Models: Unifying Prediction, Concept Intervention, and Probabilistic Interpretations
☆20Updated 6 months ago
Alternatives and similar repositories for ECBM
Users that are interested in ECBM are comparing it to the libraries listed below
Sorting:
- ☆55Updated 3 months ago
- NeurIPS 2024 (spotlight): A Textbook Remedy for Domain Shifts Knowledge Priors for Medical Image Analysis☆27Updated last year
- This is the official implementation of the Concept Discovery Models paper.☆15Updated 2 years ago
- CVPR 2023: Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification☆105Updated last year
- [IEEE TMI] This is the official repository for "UniChest: Conquer-and-Divide Pre-training for Multi-Source Chest X-Ray Classification"☆19Updated last year
- ☆24Updated 5 months ago
- ☆25Updated last year
- PIE: Simulating Disease Progression via Progressive Image Editing☆28Updated 2 years ago
- [ECCV 2024] Teach CLIP to Develop a Number Sense for Ordinal Regression☆15Updated 7 months ago
- Integrating Clinical Knowledge into Concept Bottleneck Models (MICCAI2024)☆14Updated last year
- ☆22Updated 2 years ago
- ☆44Updated 2 weeks ago
- ☆16Updated last year
- [CVPR 2024] FairCLIP: Harnessing Fairness in Vision-Language Learning☆94Updated 4 months ago
- [ICML'25] MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization☆62Updated 5 months ago
- Official implementation of MICCAI2024 paper "Evidential Concept Embedding Models: Towards Reliable Concept Explanations for Skin Disease …☆23Updated last year
- Official code for "Probabilistic Concept Bottleneck Models (ICML 2023)"☆19Updated 2 years ago
- Code for the paper "Post-hoc Concept Bottleneck Models". Spotlight @ ICLR 2023☆88Updated last year
- [CVPR2024] PairAug: What Can Augmented Image-Text Pairs Do for Radiology?☆30Updated last year
- Official Implementation of "CLEFT: Language-Image Contrastive Learning with Efficient Large Language Model and Prompt Fine-Tuning" on MIC…☆17Updated 9 months ago
- [ NeurIPS 2023 ] Official Codebase for "Aligning Synthetic Medical Images with Clinical Knowledge using Human Feedback"☆19Updated 2 years ago
- [NeurIPS'23] Uncertainty Estimation for Safety-critical Scene Segmentation via Fine-grained Reward Maximization☆18Updated last year
- ☆21Updated 6 months ago
- BenchX: A Unified Benchmark Framework for Medical Vision-Language Pretraining on Chest X-Rays☆41Updated 6 months ago
- [ICLR 23] A new framework to transform any neural networks into an interpretable concept-bottleneck-model (CBM) without needing labeled c…☆123Updated last year
- Official implementation of "MedITok: A Unified Tokenizer for Medical Image Synthesis and Interpretation"☆23Updated last week
- DeepTumorVQA benchmark (9262 CT images + 395k QA pairs)☆28Updated 4 months ago
- [NeurIPS'24] CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models☆77Updated 11 months ago
- ☆92Updated last year
- [Nature Medicine] The Limits of Fair Medical Imaging AI In Real-World Generalization☆28Updated 10 months ago