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chihkuanyeh's Projects

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The implementation the paper 'Learning Deep Latent Spaces for Multi-Label Classifications' in AAAI 2017

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Model interpretability and understanding for PyTorch

chihkuanyeh_unused icon chihkuanyeh_unused

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

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code release for the paper "On Completeness-aware Concept-Based Explanations in Deep Neural Networks"

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code for paper on AISTATS 2022 "Threading the Needle of On and Off-Manifold Value Functions for Shapley Explanations"

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implementation of several label space dimension reduction approaches for multi-label classification

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Python implementation for evaluating explanations presented in "On the (In)fidelity and Sensitivity for Explanations" in NeurIPS 2019 for evaluating any saliency explanations.

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code to the paper "First is Better Than Last for Language Data Influence" in NeurIPS 2022

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