TeodorChiaburu / beexplainable
XAI Experiments on an Annotated Dataset of Wild Bee Images
β17Updated 5 months ago
Related projects β
Alternatives and complementary repositories for beexplainable
- The official repository for "Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning" paper.β40Updated 2 years ago
- π Code for : "CRAFT: Concept Recursive Activation FacTorization for Explainability" (CVPR 2023)β56Updated last year
- Implementation of the spotlight: a method for discovering systematic errors in deep learning modelsβ10Updated 3 years ago
- β13Updated last year
- TensorFlow 2 implementation of the paper Generalized ODIN: Detecting Out-of-distribution Image without Learning from Out-of-distribution β¦β45Updated 3 years ago
- MetaQuantus is an XAI performance tool to identify reliable evaluation metricsβ30Updated 7 months ago
- Official PyTorch implementation of improved B-cos modelsβ42Updated 8 months ago
- A toolkit for efficent computation of saliency maps for explainable AI attribution. This tool was developed at Lawrence Livermore Nationaβ¦β44Updated 4 years ago
- β117Updated 2 years ago
- PyTorch Transformer-based Language Model Implementation of ConceptSHAPβ12Updated 4 years ago
- Repository for our NeurIPS 2022 paper "Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off" and our NeurIPS 2023 paperβ¦β52Updated this week
- ProtoTrees: Neural Prototype Trees for Interpretable Fine-grained Image Recognition, published at CVPR2021β90Updated 2 years ago
- β41Updated last year
- Code for the CVPR 2021 paper: Understanding Failures of Deep Networks via Robust Feature Extractionβ35Updated 2 years ago
- PIP-Net: Patch-based Intuitive Prototypes Network for Interpretable Image Classification (CVPR 2023)β60Updated 9 months ago
- β56Updated last year
- [CVPR 2022] Official code for the paper: "A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibraβ¦β30Updated 2 years ago
- A pytorch implemention of the Explainable AI work 'Contrastive layerwise relevance propagation (CLRP)'β17Updated 2 years ago
- Code for the paper "A Whac-A-Mole Dilemma Shortcuts Come in Multiples Where Mitigating One Amplifies Others"β45Updated 4 months ago
- Re-implementation of the StylEx paper, training a GAN to explain a classifier in StyleSpace, paper by Lang et al. (2021).β36Updated 11 months ago
- Overlooked Factors in Concept-based Explanations: Dataset Choice, Concept Learnability, and Human Capability (CVPR 2023)β9Updated last year
- Uncertainty-aware representation learning (URL) benchmarkβ98Updated 8 months ago
- β12Updated 2 years ago
- β34Updated 2 years ago
- ModelSoups for Tensorflow2 and Torchβ47Updated 2 years ago
- PRIME: A Few Primitives Can Boost Robustness to Common Corruptionsβ42Updated last year
- Github code for the paper Maximum Class Separation as Inductive Bias in One Matrix. Arxiv link: https://arxiv.org/abs/2206.08704β27Updated last year
- Integrated Grad-CAM (submitted to ICASSP2021 conference)β19Updated 3 years ago
- The official repository for Deformable ProtoPNet, as described in "Deformable ProtoPNet: An Interpretable Image Classifier Using Deformabβ¦β37Updated 5 months ago