ThomasNorr / Q-SENNLinks
Code for the AAAI 2024 Paper "Q-SENN: Quantized Self-Explaining Neural Networks"
β21Updated 2 months ago
Alternatives and similar repositories for Q-SENN
Users that are interested in Q-SENN are comparing it to the libraries listed below
Sorting:
- π Overcomplete is a Vision-based SAE Toolboxβ114Updated last month
- An eXplainable AI toolkit with Concept Relevance Propagation and Relevance Maximizationβ140Updated last year
- Research Project Template Repositoryβ40Updated this week
- Library that provides metrics to assess representation qualityβ20Updated 11 months ago
- Mediterranean Machine Learning school 2025 tutorialsβ43Updated 3 months ago
- Code for the ICLR 2025 Paper "QPM: Discrete Optimization for Globally Interpretable Image Classification"β21Updated 2 months ago
- Mechanistic understanding and validation of large AI models with SemanticLensβ50Updated last month
- β23Updated last year
- Demonstrations of Loss of Plasticity and Implementation of Continual Backpropagationβ360Updated 4 months ago
- Repository for PURE: Turning Polysemantic Neurons Into Pure Features by Identifying Relevant Circuits, accepted at CVPR 2024 XAI4CV Worksβ¦β19Updated last year
- Layer-wise Relevance Propagation for Large Language Models and Vision Transformers [ICML 2024]β213Updated 6 months ago
- β25Updated 2 years ago
- Generalized Kraskov Estimator for Normalized Mutual Informationβ22Updated 3 weeks ago
- Reliable, minimal and scalable library for pretraining foundation and world modelsβ116Updated last week
- Comparison between GFlowNets & Maximum Entropy RLβ19Updated last year
- ViT Prisma is a mechanistic interpretability library for Vision and Video Transformers (ViTs).β331Updated 5 months ago
- π Aligning Human & Machine Vision using explainabilityβ54Updated 2 years ago
- β17Updated last year
- LENS Projectβ51Updated last year
- Learning to Estimate Shapley Values with Vision Transformersβ37Updated last year
- Large-scale uncertainty benchmark in deep learning.β64Updated 8 months ago
- A modular, easy to extend GFlowNet libraryβ303Updated this week
- Code for verifying deep neural feature ansatzβ21Updated 2 years ago
- Active Learning in the era of Foundation Modelsβ11Updated 8 months ago
- πͺ Interpreto is an interpretability toolbox for LLMsβ95Updated this week
- Open-source framework for uncertainty and deep learning models in PyTorchβ466Updated this week
- Concept Relevance Propagation for Localization Models, accepted at SAIAD workshop at CVPR 2023.β15Updated last year
- Repository for our NeurIPS 2022 paper "Concept Embedding Models", our NeurIPS 2023 paper "Learning to Receive Help", and our ICML 2025 paβ¦β72Updated 3 months ago
- β69Updated 9 months ago
- Code repository for Trajectory Flow Matchingβ99Updated last year