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attribution method

85 papers

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Co-occurring keywords · papers mentioning both

feature attribution (15) neural network (14) integrated gradient (13) deep neural network (13) model interpretability (10) saliency map (9) neural network interpretability (9) explainable ai (9) feature importance (7) text classification (5)

Papers

Relative Attributing Propagation: Interpreting the Comparative Contributions of Individual Units in Deep Neural Networks AAAI 2020 SAM: The Sensitivity of Attribution Methods to Hyperparameters CVPR 2020 When Explanations Lie: Why Many Modified BP Attributions Fail ICML 2020 Deliberative Explanations: visualizing network insecurities NeurIPS 2019 Explaining Deep Neural Networks with a Polynomial Time Algorithm for Shapley Value Approximation ICML 2019 From deep learning to mechanistic understanding in neuroscience: the structure of retinal prediction NeurIPS 2019 Robust Attribution Regularization NeurIPS 2019 XRAI: Better Attributions Through Regions ICCV 2019 Towards better understanding of gradient-based attribution methods for Deep Neural Networks ICLR 2018 Axiomatic Attribution for Deep Networks ICML 2017