aimagelab / ADCC
☆9Updated 3 years ago
Alternatives and similar repositories for ADCC:
Users that are interested in ADCC are comparing it to the libraries listed below
- The official repository for Deformable ProtoPNet, as described in "Deformable ProtoPNet: An Interpretable Image Classifier Using Deformab…☆42Updated 4 months ago
- A Benchmark for Failure Detection under Distribution Shifts in Image Classification☆31Updated 6 months ago
- Papers and code of Explainable AI esp. w.r.t. Image classificiation☆205Updated 2 years ago
- Reveal to Revise: An Explainable AI Life Cycle for Iterative Bias Correction of Deep Models. Paper presented at MICCAI 2023 conference.☆19Updated last year
- GAN-based method to create counterfactual explanations for chest X-rays☆24Updated 2 years ago
- PIP-Net: Patch-based Intuitive Prototypes Network for Interpretable Image Classification (CVPR 2023)☆70Updated last year
- Official PyTorch implementation of improved B-cos models☆47Updated last year
- Integrated Grad-CAM (submitted to ICASSP2021 conference)☆19Updated 4 years ago
- ProtoTrees: Neural Prototype Trees for Interpretable Fine-grained Image Recognition, published at CVPR2021☆100Updated 2 years ago
- Detect model's attention☆165Updated 4 years ago
- Concept Relevance Propagation for Localization Models, accepted at SAIAD workshop at CVPR 2023.☆14Updated last year
- ☆120Updated 3 years ago
- Implementation of Barlow Twins paper☆99Updated 2 years ago
- ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition☆37Updated 2 years ago
- Reproducing CheXpert paper using the PyTorch library.☆40Updated 2 years ago
- An eXplainable AI toolkit with Concept Relevance Propagation and Relevance Maximization☆124Updated 10 months ago
- [ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift☆108Updated last year
- Code for the paper: Towards Better Understanding Attribution Methods. CVPR 2022.☆16Updated 2 years ago
- Implementation of the paper "A Framework for Learning Ante-hoc Explainable Models via Concepts" (CVPR 2022).☆8Updated 9 months ago
- Beyond Trivial Counterfactual Explanations with Diverse Valuable Explanations is a ServiceNow Research project that was started at Elemen…☆13Updated last year
- Implementation for Simulated Bias in Artificial Medical Images (SimBA) framework 🦁☆10Updated 2 weeks ago
- Instructions for the removal of duplicate image files from within individual ISIC datasets and across all ISIC datasets.☆21Updated 3 years ago
- Code for the paper "A Whac-A-Mole Dilemma Shortcuts Come in Multiples Where Mitigating One Amplifies Others"☆48Updated 9 months ago
- This repository summarizes the material gathered for the tutorial on learning disentangled representations in the imaging domain, and ser…☆62Updated 2 years ago
- A collection of self-supervised papers in medical imaging.☆39Updated 4 years ago
- ☆11Updated this week
- Information Bottlenecks for Attribution☆79Updated 2 years ago
- The official code of Relevance-CAM☆42Updated last year
- A framework for studying the best practises for Mahalanobis distance for OOD detection