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Name: Maximilian Dreyer
Type: User
Bio: PhD student @Fraunhofer HHI in Berlin
Name: Maximilian Dreyer
Type: User
Bio: PhD student @Fraunhofer HHI in Berlin
Towards Automatic Concept-based Explanations
Repository with files and scripts for the human study of the CRP (Concept-Relevance-Propagation) paper
PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.
Code for the Proceedings of the National Academy of Sciences 2020 article, "Understanding the Role of Individual Units in a Deep Neural Network"
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
Concept Relevance Propagation for Localization Models, accepted at SAIAD workshop at CVPR 2023.
Benchmarking Generalized Out-of-Distribution Detection
Prototypical Concept-based Explanations, accepted at SAIAD workshop at CVPR 2024.
Repository for PURE: Turning Polysemantic Neurons Into Pure Features by Identifying Relevant Circuits, accepted at CVPR 2024 XAI4CV Workshop (spotlight)
Reveal to Revise: An Explainable AI Life Cycle for Iterative Bias Correction of Deep Models. Paper presented at MICCAI 2023 conference.
Segmentation models with pretrained backbones. PyTorch.
Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.
An eXplainable AI toolkit with Concept Relevance Propagation and Relevance Maximization
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.