ICLR 2024: Energy-Based Concept Bottleneck Models: Unifying Prediction, Concept Intervention, and Probabilistic Interpretations
☆23May 1, 2025Updated last year
Alternatives and similar repositories for ECBM
Users that are interested in ECBM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for the paper "Post-hoc Concept Bottleneck Models". Spotlight @ ICLR 2023☆94May 20, 2024Updated 2 years ago
- Official implementation of MICCAI2024 paper "Evidential Concept Embedding Models: Towards Reliable Concept Explanations for Skin Disease …☆26Nov 21, 2024Updated last year
- Repository for our NeurIPS 2022 paper "Concept Embedding Models", our NeurIPS 2023 paper "Learning to Receive Help", and our ICML 2025 pa…☆79Apr 5, 2026Updated 2 months ago
- MICCAI 2023 DeCaF Best Paper Award: Federated Model Aggregation via Self-Supervised Priors for Highly Imbalanced Medical Image Classifica…☆16Dec 2, 2023Updated 2 years ago
- Code for [Re] On the Reproducibility of Post-Hoc Concept Bottleneck Models.☆13Nov 27, 2024Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- This is the official implementation of the Concept Discovery Models paper.☆15Aug 27, 2023Updated 2 years ago
- ☆18Sep 19, 2024Updated last year
- [TMI 2024] Code for "Concept-based Lesion Aware Transformer for Interpretable Retinal Disease Diagnosis"☆31Oct 30, 2025Updated 7 months ago
- TMI 2023: FoPro-KD: Fourier Prompted Effective Knowledge Distillation for Long-Tailed Medical Image Recognition☆12Mar 19, 2024Updated 2 years ago
- Concept Bottleneck Models, ICML 2020☆255Feb 24, 2023Updated 3 years ago
- ☆17Apr 29, 2025Updated last year
- Participation of VICOROB in the DBT lesion segmentation challenge.☆12Mar 3, 2021Updated 5 years ago
- NeurIPS 2024 (spotlight): A Textbook Remedy for Domain Shifts Knowledge Priors for Medical Image Analysis☆31Oct 15, 2024Updated last year
- CVPR 2022: RSCFed: Random Sampling Consensus Federated Semi-supervised Learning☆48Jul 7, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Official pyTorch implementation of Transformer-based PAUP model for sequential recommentation, SIGIR 2022☆10Sep 8, 2022Updated 3 years ago
- Official repo for ICML25 paper: DCBM: Data-Efficient Visual Concept Bottleneck Models☆30Sep 16, 2025Updated 9 months ago
- ECCV 2022: Learning Shadow Correspondence for Video Shadow Detection☆14Jul 18, 2022Updated 3 years ago
- [IEEE TMI 2024] MultiEYE: Dataset and Benchmark for OCT-Enhanced Retinal Disease Recognition from Fundus Images☆48Dec 8, 2025Updated 6 months ago
- ☆10Jun 10, 2024Updated 2 years ago
- FetalSynthSeg Code☆17Mar 20, 2025Updated last year
- 能跑起来的糖尿病视网膜病变分级模型☆16Nov 1, 2023Updated 2 years ago
- Balancing Logit Variation for Long-tailed Semantic Segmentation☆22Jul 16, 2023Updated 2 years ago
- A simple UNet implementation for Semi-supervised 3D medical image segmentation using Mean-Teacher strategy☆16Oct 14, 2022Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation☆72May 14, 2024Updated 2 years ago
- HRDecoder: High-Resolution Decoder Network for Fundus Image Lesion Segmentation☆23Apr 19, 2025Updated last year
- Code for I-RAVEN-X generation and experiments☆24Sep 18, 2025Updated 8 months ago
- A flexible and user-friendly tool designed to evaluate and benchmark image-based models.☆14May 15, 2025Updated last year
- ☆20Apr 15, 2023Updated 3 years ago
- PyTorch Explain: Interpretable Deep Learning in Python.☆174May 16, 2024Updated 2 years ago
- ☆29Mar 7, 2025Updated last year
- Diabetic Retinopathy Two-field image Dataset (DRTiD) & source code of Cross-Field Transformer for Diabetic Retinopathy Grading on Two-fie…☆28May 28, 2024Updated 2 years ago
- MICCAI 2023: Context-Aware Pseudo-Label Refinement for Source-Free Domain Adaptive Fundus Image Segmentation☆16Jul 25, 2024Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 学习《算法》(第四版)过程中的一些笔记、练习等。☆12Feb 16, 2019Updated 7 years ago
- A Python package for fundus image processing.☆24May 29, 2026Updated 2 weeks ago
- ☆22Apr 16, 2024Updated 2 years ago
- Code for the paper "Towards Concept-based Interpretability of Skin Lesion Diagnosis using Vision-Language Models", IEEE ISBI 2024 (Oral).☆14Jun 5, 2024Updated 2 years ago
- Geometric metrics for perceptual manifolds in deep neural networks☆31Jun 24, 2024Updated last year
- [MICCAI'22] Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance☆19Aug 18, 2022Updated 3 years ago
- [NeurIPS 2021] Source code for the paper "Qu-ANTI-zation: Exploiting Neural Network Quantization for Achieving Adversarial Outcomes"☆18Nov 9, 2021Updated 4 years ago