conftrace_

gradient-based method

54 papers

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Co-occurring keywords

neural network (6616) gradient-based optimization (192) influence function (143) explainable artificial intelligence (130) gradient-based attribution (17) kernel methods (1097) gradient descent (1144) model interpretability (519) feature attribution (280) nonconvex optimization (316)

Papers

Distilled Gradient Aggregation: Purify Features for Input Attribution in the Deep Neural Network NIPS 2022
Learning Linear Complementarity Systems L4DC 2022
Oracle Complexity in Nonsmooth Nonconvex Optimization JMLR 2022
SWAG-V: Explanations for Video Using Superpixels Weighted by Average Gradients WACV 2022
PAEG: Phrase-level Adversarial Example Generation for Neural Machine Translation COLING 2022
An Empirical Comparison of Instance Attribution Methods for NLP NAACL 2021
Visualization of Supervised and Self-Supervised Neural Networks via Attribution Guided Factorization AAAI 2021
A Novel Visual Interpretability for Deep Neural Networks by Optimizing Activation Maps with Perturbation AAAI 2021
Reconsidering the Past: Optimizing Hidden States in Language Models EMNLP 2021
The complexity of nonconvex-strongly-concave minimax optimization UAI 2021
Explaining Errors in Machine Translation with Absolute Gradient Ensembles EMNLP 2021
Agree to Disagree: Adaptive Ensemble Knowledge Distillation in Gradient Space NIPS 2020
Robust Gradient-Based Markov Subsampling AAAI 2020
GFrames: Gradient-Based Local Reference Frame for 3D Shape Matching CVPR 2019
Active Manifolds: A non-linear analogue to Active Subspaces ICML 2019
DL2: Training and Querying Neural Networks with Logic ICML 2019
U-CAM: Visual Explanation Using Uncertainty Based Class Activation Maps ICCV 2019
PointCloud Saliency Maps ICCV 2019
A Kernel Loss for Solving the Bellman Equation NIPS 2019
Generating Question Relevant Captions to Aid Visual Question Answering ACL 2019
On Lazy Training in Differentiable Programming NIPS 2019
Distribution-Specific Hardness of Learning Neural Networks JMLR 2018
Fast Gradient-Based Methods with Exponential Rate: A Hybrid Control Framework ICML 2018
Efficient Regret Minimization in Non-Convex Games ICML 2017
Finite Sample Analysis of the GTD Policy Evaluation Algorithms in Markov Setting NIPS 2017