hqhQAQ / EvalProtoPNetLinks
[ICCV 2023] Evaluation and Improvement of Interpretability for Self-Explainable Part-Prototype Networks
☆18Updated 2 years ago
Alternatives and similar repositories for EvalProtoPNet
Users that are interested in EvalProtoPNet are comparing it to the libraries listed below
Sorting:
- ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition☆40Updated 3 years ago
- ICCV2021 paper: Interpretable Image Recognition by Constructing Transparent Embedding Space (TesNet)☆26Updated 3 years ago
- ProtoTrees: Neural Prototype Trees for Interpretable Fine-grained Image Recognition, published at CVPR2021☆106Updated 3 years ago
- The official repository for Deformable ProtoPNet, as described in "Deformable ProtoPNet: An Interpretable Image Classifier Using Deformab…☆51Updated last year
- Code for "Interpretable image classification with differentiable prototypes assignment", ECCV 2022☆28Updated 3 years ago
- GitHub repository for KDD 2021 work: ProtoPShare: Prototypical Parts Sharing for Similarity Discovery in Interpretable Image Classificati…☆14Updated 4 years ago
- Official code for "Probabilistic Concept Bottleneck Models (ICML 2023)"☆19Updated 2 years ago
- Implementation of Concept-level Debugging of Part-Prototype Networks☆12Updated 2 years ago
- PIP-Net: Patch-based Intuitive Prototypes Network for Interpretable Image Classification (CVPR 2023)☆73Updated last year
- The official code of Relevance-CAM☆45Updated last year
- [ICLR 2023 spotlight] MEDFAIR: Benchmarking Fairness for Medical Imaging☆73Updated 2 years ago
- Learning Bottleneck Concepts in Image Classification (CVPR 2023)☆41Updated 2 years ago
- Code for ICLR2021 paper "Robust and Generalizable Visual Representation Learning via Random Convolutions"☆68Updated 4 years ago
- [MICCAI'22] Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift☆20Updated 3 years ago
- [CVPR 2022] HINT: Hierarchical Neuron Concept Explainer☆20Updated 2 years ago
- [NIPS 2020] The code release of paper 'Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization'☆66Updated 5 years ago
- This is the official implementation of the Concept Discovery Models paper.☆15Updated 2 years ago
- Dermatology dataset composed of a diagnosis and seven-point checklist criteria labels☆90Updated last year
- ☆20Updated 5 years ago
- Twin Contrastive Learning with Noisy Labels (CVPR 2023)☆72Updated 2 years ago
- Official repository for 'Risk of Bias in Chest Radiography Deep Learning Foundation Models'☆12Updated 2 years ago
- ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping☆54Updated 3 years ago
- This repository contains code for explaining prototypes learned by ProtoPNet, by quantifying the influence of color hue, shape, texture, …☆17Updated 4 years ago
- The source code of 'Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification' (MICCAI 2021)☆19Updated 4 years ago
- SaliencyMix: A Saliency Guided Data Augmentation Strategy for Better Regularization☆50Updated 3 years ago
- ☆40Updated last month
- Official implementation of the paper "PromptSmooth: Certifying Robustness of Medical Vision-Language Models via Prompt Learning"☆23Updated 7 months ago
- [ISBI 2023] Official Implementation for Label-Assemble☆20Updated last year
- ☆45Updated 2 years ago
- Domain generalization benchmark for skin lesion recognition, MICCAI 2023☆20Updated last year