Integrated Grad-CAM: Sensitivity-Aware Visual Explanation of Deep
Convolutional Networks via Integrated Gradient-Based Scoring

Integrated Grad-CAM: Sensitivity-Aware Visual Explanation of Deep Convolutional Networks via Integrated Gradient-Based Scoring

15 February 2021

Konstantinos N. Plataniotis

Yeonjeong Jeong

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Papers citing "Integrated Grad-CAM: Sensitivity-Aware Visual Explanation of Deep Convolutional Networks via Integrated Gradient-Based Scoring"

12 / 12 papers shown

Title
Expected Grad-CAM: Towards gradient faithfulness Vincenzo Buono Peyman Sheikholharam Mashhadi M. Rahat Prayag Tiwari Stefan Byttner FAtt 64 1 0 03 Jun 2024
ProtoArgNet: Interpretable Image Classification with Super-Prototypes and Argumentation [Technical Report] Hamed Ayoobi Nico Potyka Francesca Toni 65 3 0 26 Nov 2023
Greedy PIG: Adaptive Integrated Gradients Kyriakos Axiotis Sami Abu-El-Haija Lin Chen Matthew Fahrbach Gang Fu FAtt 60 0 0 10 Nov 2023
Overview of Class Activation Maps for Visualization Explainability Anh Pham Thi Minh HAI FAtt 79 5 0 25 Sep 2023
I-AI: A Controllable & Interpretable AI System for Decoding Radiologists' Intense Focus for Accurate CXR Diagnoses Trong-Thang Pham Jacob Brecheisen Anh Nguyen Hien Nguyen Ngan Le 67 14 0 24 Sep 2023
Explaining Image Classification with Visual Debates Avinash Kori Ben Glocker Francesca Toni 56 1 0 17 Oct 2022
Learning Visual Explanations for DCNN-Based Image Classifiers Using an Attention Mechanism Ioanna Gkartzonika Nikolaos Gkalelis Vasileios Mezaris 56 9 0 22 Sep 2022
Rethinking gradient weights' influence over saliency map estimation Masud An Nur Islam Fahim Nazmus Saqib Shafkat Khan Siam H. Jung FAtt 26 1 0 12 Jul 2022
Hierarchical Symbolic Reasoning in Hyperbolic Space for Deep Discriminative Models Ainkaran Santhirasekaram Avinash Kori A. Rockall Mathias Winkler Francesca Toni Ben Glocker FAtt 66 4 0 05 Jul 2022
Visual Explanations from Deep Networks via Riemann-Stieltjes Integrated Gradient-based Localization Mirtha Lucas Miguel A. Lerma J. Furst D. Raicu FAtt 84 10 0 22 May 2022
Baseline Computation for Attribution Methods Based on Interpolated Inputs Miguel A. Lerma Mirtha Lucas 13 0 0 13 Apr 2022
TSGB: Target-Selective Gradient Backprop for Probing CNN Visual Saliency Lin Cheng Pengfei Fang Yanjie Liang Liao Zhang Chunhua Shen Hanzi Wang FAtt 128 12 0 11 Oct 2021