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DANCE: Enhancing saliency maps using decoys
v1v2v3 (latest)

DANCE: Enhancing saliency maps using decoys

International Conference on Machine Learning (ICML), 2020
3 February 2020
Y. Lu
Wenbo Guo
Masashi Sugiyama
William Stafford Noble
    AAML
ArXiv (abs)PDFHTML

Papers citing "DANCE: Enhancing saliency maps using decoys"

9 / 9 papers shown
Error-controlled non-additive interaction discovery in machine learning models
Error-controlled non-additive interaction discovery in machine learning modelsNature Machine Intelligence (Nat. Mach. Intell.), 2024
Winston Chen
Yifan Jiang
William Stafford Noble
Yang Young Lu
377
4
0
17 Feb 2025
Axiomatization of Gradient Smoothing in Neural Networks
Axiomatization of Gradient Smoothing in Neural Networks
Linjiang Zhou
Xiaochuan Shi
Chao Ma
Zepeng Wang
FAtt
255
1
0
29 Jun 2024
Path Choice Matters for Clear Attribution in Path Methods
Path Choice Matters for Clear Attribution in Path Methods
Borui Zhang
Wenzhao Zheng
Jie Zhou
Jiwen Lu
248
4
0
19 Jan 2024
DeepROCK: Error-controlled interaction detection in deep neural networks
DeepROCK: Error-controlled interaction detection in deep neural networks
Winston Chen
William Stafford Noble
Y. Lu
383
1
0
26 Sep 2023
Learning to Identify Critical States for Reinforcement Learning from
  Videos
Learning to Identify Critical States for Reinforcement Learning from VideosIEEE International Conference on Computer Vision (ICCV), 2023
Haozhe Liu
Mingchen Zhuge
Bing Li
Yu‐Han Wang
Francesco Faccio
Guohao Li
Jürgen Schmidhuber
OffRL
344
14
0
15 Aug 2023
Robust Ranking Explanations
Robust Ranking Explanations
Chao Chen
Chenghua Guo
Guixiang Ma
Ming Zeng
Xi Zhang
Sihong Xie
FAttAAML
451
0
0
08 Jul 2023
Provable Robust Saliency-based Explanations
Provable Robust Saliency-based Explanations
Chao Chen
Chenghua Guo
Guixiang Ma
Ming Zeng
Xi Zhang
Sihong Xie
AAMLFAtt
461
1
0
28 Dec 2022
On the Robustness of Explanations of Deep Neural Network Models: A
  Survey
On the Robustness of Explanations of Deep Neural Network Models: A Survey
Amlan Jyoti
Karthik Balaji Ganesh
Manoj Gayala
Nandita Lakshmi Tunuguntla
Sandesh Kamath
V. Balasubramanian
XAIFAttAAML
295
9
0
09 Nov 2022
Improving Attribution Methods by Learning Submodular Functions
Improving Attribution Methods by Learning Submodular FunctionsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2021
Piyushi Manupriya
Tarun Ram Menta
S. Jagarlapudi
V. Balasubramanian
TDI
363
6
0
19 Apr 2021
1
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