chihkuanyeh/concept_exp

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chihkuanyeh/concept_exp

chihkuanyeh

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

Representer_Point_Selection

code release for Representer point Selection for Explaining Deep Neural Network in NeurIPS 2018

Jupyter Notebook

C2AE

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

saliency_evaluation

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

Automatic-Bridge-Bidding-by-Deep-Reinforcement-Learning

The released model of the paper 'Automatic Bridge Bidding by Deep Reinforcement Learning' in ECAI 2016

TracIn-WE

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

Jupyter Notebook

JBShap

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

chihkuanyeh.github.io