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XAI-papers
vision-llms-are-blind
deepface-emd
Code for CVPR 2022 https://arxiv.org/abs/2112.04016 DeepFace-EMD Re-ranking Using Patch-wise Earth Movers Distance Improves Out-Of-Distribution Face IdentificationgScoreCAM
sam
Code for the CVPR 2020 [ORAL] paper "SAM: The Sensitivity of Attribution Methods to Hyperparameters"effectiveness-attribution-maps
Data for the NeurIPS 2021 paper [The effectiveness of feature attribution methods and its correlation with automatic evaluation scores] https://arxiv.org/abs/2105.14944generative-attribution-methods
Code for paper [Explaining image classifiers by removing input features using generative models] [ACCV 2020] https://arxiv.org/abs/1910.04256peeb
[NAACL 2024] Part-based, explainable and editable fine-grained image classifier that allows users to define a species in textface-vit
im
Code for [ Double Trouble: How to not explain a text classifier's decisions using counterfactuals synthesized by masked language models? ] AACL 2022 https://arxiv.org/abs/2110.11929caffe_lrcn
A clone from the recurrent branch of the LRCN caffe by Jeff Donahue http://jeffdonahue.com/lrcn/chm-corr-interactive
shape-bias
Code for [The shape and simplicity biases of adversarially robust ImageNet-trained CNNs] https://arxiv.org/abs/2006.09373Love Open Source and this site? Check out how you can help us