interpretable
Here are 8 public repositories matching this topic...
Maximal Linkability metric to evaluate the linkability of (protected) biometric templates. Paper: "Measuring Linkability of Protected Biometric Templates using Maximal Leakage", IEEE-TIFS, 2023.
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Jan 31, 2024 - Python
graph neural networks, information theory, AI for Sciences
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Apr 6, 2022 - Python
This repo contains code for Invariant Grounding for Video Question Answering
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Mar 2, 2023 - Python
Summarization of static graphs using the Minimum Description Length principle
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Dec 9, 2015 - Python
This code repository is associated with the paper "A Case-based Interpretable Deep Learning Model for Classification of Mass Lesions in Digital Mammography." Nature Machine Intelligence, 2021. https://www.nature.com/articles/s42256-021-00423-x
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Feb 18, 2022 - Python
Code for Interpretable Adversarial Perturbation in Input Embedding Space for Text, IJCAI 2018.
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Feb 27, 2020 - Python
Mechanistically interpretable neurosymbolic AI (Nature Comput Sci 2024): losslessly compressing NNs to computer code and discovering new algorithms which generalize out-of-distribution and outperform human-designed algorithms
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Feb 20, 2024 - Python
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