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Computationally Efficient Measures of Internal Neuron Importance

Computationally Efficient Measures of Internal Neuron Importance

26 July 2018
Avanti Shrikumar
Jocelin Su
A. Kundaje
    FAtt
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Papers citing "Computationally Efficient Measures of Internal Neuron Importance"

5 / 5 papers shown
Title
Boosting Multi-modal Model Performance with Adaptive Gradient Modulation
Boosting Multi-modal Model Performance with Adaptive Gradient Modulation
Hong Li
Xingyu Li
Pengbo Hu
Yinuo Lei
Chunxiao Li
Yi Zhou
28
20
0
15 Aug 2023
Visual Explanations from Deep Networks via Riemann-Stieltjes Integrated
  Gradient-based Localization
Visual Explanations from Deep Networks via Riemann-Stieltjes Integrated Gradient-based Localization
Mirtha Lucas
Miguel A. Lerma
J. Furst
D. Raicu
FAtt
11
8
0
22 May 2022
Software for Dataset-wide XAI: From Local Explanations to Global
  Insights with Zennit, CoRelAy, and ViRelAy
Software for Dataset-wide XAI: From Local Explanations to Global Insights with Zennit, CoRelAy, and ViRelAy
Christopher J. Anders
David Neumann
Wojciech Samek
K. Müller
Sebastian Lapuschkin
27
64
0
24 Jun 2021
MIMIC-IF: Interpretability and Fairness Evaluation of Deep Learning
  Models on MIMIC-IV Dataset
MIMIC-IF: Interpretability and Fairness Evaluation of Deep Learning Models on MIMIC-IV Dataset
Chuizheng Meng
Loc Trinh
Nan Xu
Yan Liu
16
30
0
12 Feb 2021
Explaining Deep Neural Networks and Beyond: A Review of Methods and
  Applications
Explaining Deep Neural Networks and Beyond: A Review of Methods and Applications
Wojciech Samek
G. Montavon
Sebastian Lapuschkin
Christopher J. Anders
K. Müller
XAI
36
82
0
17 Mar 2020
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