conftrace_

integrated gradient

71 papers

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Also known as

IG IGR

Co-occurring keywords

feature attribution (280) attribution method (79) neural network (6616) model interpretability (519) deep neural network (1803) saliency map (125) explainable ai (480) neural network interpretability (114) input attribution (7) model explanation (155)

Papers

LRG at SemEval-2021 Task 4: Improving Reading Comprehension with Abstract Words using Augmentation, Linguistic Features and Voting SEMEVAL 2021
Guided Integrated Gradients: An Adaptive Path Method for Removing Noise CVPR 2021
Perturbing Inputs for Fragile Interpretations in Deep Natural Language Processing EMNLP 2021
What does LIME really see in images? ICML 2021
To what extent do human explanations of model behavior align with actual model behavior? EMNLP 2021
Explaining Explanations: Axiomatic Feature Interactions for Deep Networks JMLR 2021
Discretized Integrated Gradients for Explaining Language Models EMNLP 2021
Explaining Deep Neural Network Models with Adversarial Gradient Integration IJCAI 2021
LRG at SemEval-2021 Task 4: Improving Reading Comprehension with Abstract Words using Augmentation, Linguistic Features and Voting IJCNLP 2021
Visualizing Deep Networks by Optimizing with Integrated Gradients AAAI 2020
Where to Submit? Helping Researchers to Choose the Right Venue EMNLP 2020
Interpretable, Multidimensional, Multimodal Anomaly Detection with Negative Sampling for Detection of Device Failure ICML 2020
Q-value Path Decomposition for Deep Multiagent Reinforcement Learning ICML 2020
Concise Explanations of Neural Networks using Adversarial Training ICML 2020
Attribution in Scale and Space CVPR 2020
Towards Interpreting BERT for Reading Comprehension Based QA EMNLP 2020
Computing Linear Restrictions of Neural Networks NIPS 2019
Robust Attribution Regularization NIPS 2019
Interpretation of Neural Networks Is Fragile AAAI 2019
XRAI: Better Attributions Through Regions ICCV 2019
Axiomatic Attribution for Deep Networks ICML 2017