maxdreyer / L-CRPLinks
Concept Relevance Propagation for Localization Models, accepted at SAIAD workshop at CVPR 2023.
☆15Updated last year
Alternatives and similar repositories for L-CRP
Users that are interested in L-CRP are comparing it to the libraries listed below
Sorting:
- An eXplainable AI toolkit with Concept Relevance Propagation and Relevance Maximization☆130Updated last year
- Reveal to Revise: An Explainable AI Life Cycle for Iterative Bias Correction of Deep Models. Paper presented at MICCAI 2023 conference.☆20Updated last year
- Explain Neural Networks using Layer-Wise Relevance Propagation and evaluate the explanations using Pixel-Flipping and Area Under the Curv…☆16Updated 3 years ago
- [NeurIPS 2024] CoSy is an automatic evaluation framework for textual explanations of neurons.☆16Updated 2 months ago
- Code for the paper: Discover-then-Name: Task-Agnostic Concept Bottlenecks via Automated Concept Discovery. ECCV 2024.☆47Updated 9 months ago
- Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.☆230Updated 3 weeks ago
- A basic implementation of Layer-wise Relevance Propagation (LRP) in PyTorch.☆96Updated 2 years ago
- Layer-wise Relevance Propagation for Large Language Models and Vision Transformers [ICML 2024]☆180Updated last month
- Papers and code of Explainable AI esp. w.r.t. Image classificiation☆215Updated 3 years ago
- [ICLR 23] A new framework to transform any neural networks into an interpretable concept-bottleneck-model (CBM) without needing labeled c…☆110Updated last year
- ☆10Updated 4 months ago
- A framework for studying the best practises for Mahalanobis distance for OOD detection☆16Updated 8 months ago
- PIP-Net: Patch-based Intuitive Prototypes Network for Interpretable Image Classification (CVPR 2023)☆73Updated last year
- Invertible Concept-based Explanation (ICE)☆18Updated 4 years ago
- Code for the paper "Post-hoc Concept Bottleneck Models". Spotlight @ ICLR 2023☆82Updated last year
- [ICML 2023] Change is Hard: A Closer Look at Subpopulation Shift☆108Updated 2 years ago
- Prototypical Concept-based Explanations, accepted at SAIAD workshop at CVPR 2024.☆16Updated last month
- Dataset and code for the CLEVR-XAI dataset.☆31Updated last year
- Mechanistic understanding and validation of large AI models with SemanticLens☆22Updated this week
- MetaQuantus is an XAI performance tool to identify reliable evaluation metrics☆38Updated last year
- The official code of Relevance-CAM☆45Updated last year
- ☆39Updated last year
- The official repository for Deformable ProtoPNet, as described in "Deformable ProtoPNet: An Interpretable Image Classifier Using Deformab…☆47Updated 8 months ago
- Official PyTorch implementation of improved B-cos models☆51Updated last year
- Official repo for ICML25 paper: DCBM: Data-Efficient Visual Concept Bottleneck Models☆21Updated last month
- PyTorch Transformer-based Language Model Implementation of ConceptSHAP☆14Updated 5 years ago
- [ICLR 23 spotlight] An automatic and efficient tool to describe functionalities of individual neurons in DNNs☆55Updated last year
- source code for NeurIPS'24 paper "Towards Calibrated Robust Fine-Tuning of Vision-Language Models"☆13Updated 11 months ago
- [ICLR 2023 spotlight] MEDFAIR: Benchmarking Fairness for Medical Imaging☆68Updated 2 years ago
- Official code for "Can We Talk Models Into Seeing the World Differently?" (ICLR 2025).☆26Updated 7 months ago