Highlights
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pcx Public
Prototypical Concept-based Explanations, accepted at SAIAD workshop at CVPR 2024.
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PURE Public
Repository for PURE: Turning Polysemantic Neurons Into Pure Features by Identifying Relevant Circuits, accepted at CVPR 2024 XAI4CV Workshop (spotlight)
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Reveal2Revise Public
Reveal to Revise: An Explainable AI Life Cycle for Iterative Bias Correction of Deep Models. Paper presented at MICCAI 2023 conference.
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L-CRP Public
Concept Relevance Propagation for Localization Models, accepted at SAIAD workshop at CVPR 2023.
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OpenOOD Public
Forked from Jingkang50/OpenOODBenchmarking Generalized Out-of-Distribution Detection
Python MIT License UpdatedOct 14, 2022 -
crp-human-study Public
Repository with files and scripts for the human study of the CRP (Concept-Relevance-Propagation) paper
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zennit-crp Public
Forked from rachtibat/zennit-crpAn eXplainable AI toolkit with Concept Relevance Propagation and Relevance Maximization
Jupyter Notebook Other UpdatedJul 26, 2022 -
segmentation_models.pytorch Public
Forked from qubvel-org/segmentation_models.pytorchSegmentation models with pretrained backbones. PyTorch.
Python MIT License UpdatedNov 18, 2021 -
zennit Public
Forked from chr5tphr/zennitZennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.
Python Other UpdatedOct 6, 2021 -
ConceptWhitening Public
Forked from zhiCHEN96/ConceptWhiteningPython MIT License UpdatedSep 30, 2021 -
examples Public
Forked from pytorch/examplesA set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
Python BSD 3-Clause "New" or "Revised" License UpdatedSep 16, 2021 -
ACEPyTorch Public
Forked from amiratag/ACETowards Automatic Concept-based Explanations
Python MIT License UpdatedFeb 27, 2021 -
dissect Public
Forked from davidbau/dissectCode for the Proceedings of the National Academy of Sciences 2020 article, "Understanding the Role of Individual Units in a Deep Neural Network"
Python Other UpdatedJan 9, 2021 -
deeplabv3 Public
Forked from fregu856/deeplabv3PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.
Python MIT License UpdatedNov 6, 2018