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Two-Stage Holistic and Contrastive Explanation of Image Classification

Two-Stage Holistic and Contrastive Explanation of Image Classification

Conference on Uncertainty in Artificial Intelligence (UAI), 2023
10 June 2023
Weiyan Xie
Xiao-hui Li
Zhi Lin
Leonard K. M. Poon
Caleb Chen Cao
Ningyu Zhang
ArXiv (abs)PDFHTMLGithub (9★)

Papers citing "Two-Stage Holistic and Contrastive Explanation of Image Classification"

4 / 4 papers shown
Title
Rethinking Saliency Maps: A Cognitive Human Aligned Taxonomy and Evaluation Framework for Explanations
Rethinking Saliency Maps: A Cognitive Human Aligned Taxonomy and Evaluation Framework for Explanations
Yehonatan Elisha
Seffi Cohen
Oren Barkan
Noam Koenigstein
FAtt
179
0
0
17 Nov 2025
Speech Emotion Recognition with Phonation Excitation Information and Articulatory Kinematics
Speech Emotion Recognition with Phonation Excitation Information and Articulatory KinematicsComputer Vision and Pattern Recognition (CVPR), 2025
Ziqian Zhang
Min Huang
Zhongzhe Xiao
76
1
0
11 Nov 2025
CASE: Contrastive Activation for Saliency Estimation
CASE: Contrastive Activation for Saliency Estimation
Dane Williamson
Yangfeng Ji
Matthew B. Dwyer
FAttAAML
281
0
0
08 Jun 2025
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
Marco Tulio Ribeiro
Sameer Singh
Carlos Guestrin
FAttFaML
1.9K
19,183
0
16 Feb 2016
1