xmed-lab / ECBMLinks
ICLR 2024: Energy-Based Concept Bottleneck Models: Unifying Prediction, Concept Intervention, and Probabilistic Interpretations
☆18Updated 2 months ago
Alternatives and similar repositories for ECBM
Users that are interested in ECBM are comparing it to the libraries listed below
Sorting:
- ☆47Updated 4 months ago
- CVPR 2023: Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification☆91Updated last year
- NeurIPS 2024 (spotlight): A Textbook Remedy for Domain Shifts Knowledge Priors for Medical Image Analysis☆26Updated 9 months ago
- [CVPR2024] PairAug: What Can Augmented Image-Text Pairs Do for Radiology?☆30Updated 8 months ago
- Official code for "Probabilistic Concept Bottleneck Models (ICML 2023)"☆17Updated last year
- [IEEE TMI] The official codes for "UniChest: Conquer-and-Divide Pre-training for Multi-Source Chest X-Ray Classification"☆17Updated 11 months ago
- PIE: Simulating Disease Progression via Progressive Image Editing☆28Updated last year
- ☆25Updated 8 months ago
- This is the official implementation of the Concept Discovery Models paper.☆13Updated last year
- ☆21Updated 2 months ago
- [ICLR 23] A new framework to transform any neural networks into an interpretable concept-bottleneck-model (CBM) without needing labeled c…☆107Updated last year
- ☆22Updated last year
- [CVPR 2025] Official implementation of BiomedCoOp☆60Updated last month
- ☆34Updated 8 months ago
- ☆76Updated last year
- Official implementation of "MedITok: A Unified Tokenizer for Medical Image Synthesis and Interpretation"☆10Updated this week
- ☆70Updated 2 years ago
- [ICLR 2023 spotlight] MEDFAIR: Benchmarking Fairness for Medical Imaging☆66Updated 2 years ago
- Code base for "On-the-Fly Test-time Adaptation for Medical Image Segmentation"☆30Updated 3 years ago
- [ICML'25] MMedPO: Aligning Medical Vision-Language Models with Clinical-Aware Multimodal Preference Optimization☆40Updated last month
- Code for [CVPR 2024] Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation.☆62Updated 7 months ago
- an incremental learning framework☆43Updated last year
- [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
- [CVPR 2024] FairCLIP: Harnessing Fairness in Vision-Language Learning☆81Updated 3 months ago
- ☆37Updated last year
- Integrating Clinical Knowledge into Concept Bottleneck Models (MICCAI2024)☆10Updated 10 months ago
- Localized representation learning from Vision and Text (LoVT)☆31Updated last year
- An offcial implementation for UniBrain: Universal Brain MRI Diagnosis with Hierarchical Knowledge-enhanced Pre-training☆31Updated 4 months ago
- ☆13Updated 3 weeks ago
- [MICCAI-2022] This is the official implementation of Multi-Modal Masked Autoencoders for Medical Vision-and-Language Pre-Training.☆123Updated 2 years ago