Use HiResCAM instead of Grad-CAM for faithful explanations of
convolutional neural networks

Use HiResCAM instead of Grad-CAM for faithful explanations of convolutional neural networks

17 November 2020

Lawrence Carin

Papers citing "Use HiResCAM instead of Grad-CAM for faithful explanations of convolutional neural networks"

13 / 13 papers shown

Title
A Simple Detector with Frame Dynamics is a Strong Tracker Chenxu Peng C. Wang Minrui Zou Danyang Li Z. Yang Yimian Dai Ming-Ming Cheng Xiang Li 44 0 0 08 May 2025
Explainable AI (XAI) in Image Segmentation in Medicine, Industry, and Beyond: A Survey Rokas Gipiškis Chun-Wei Tsai Olga Kurasova 56 5 0 02 May 2024
A Symmetric Regressor for MRI-Based Assessment of Striatal Dopamine Transporter Uptake in Parkinson's Disease With Enhanced Uncertainty Estimation Walid Abdullah Al Il Dong Yun Yun Jung Bae 27 0 0 18 Apr 2024
CAM-Based Methods Can See through Walls Magamed Taimeskhanov R. Sicre Damien Garreau 21 1 0 02 Apr 2024
CAManim: Animating end-to-end network activation maps Emily Kaczmarek Olivier X. Miguel Alexa C. Bowie R. Ducharme Alysha L. J. Dingwall-Harvey S. Hawken Christine M. Armour Mark C. Walker Kevin Dick HAI 19 1 0 19 Dec 2023
Identifying Drivers of Predictive Aleatoric Uncertainty Pascal Iversen Simon Witzke Katharina Baum Bernhard Y. Renard UD 43 1 0 12 Dec 2023
Zero-shot Translation of Attention Patterns in VQA Models to Natural Language Leonard Salewski A. Sophia Koepke Hendrik P. A. Lensch Zeynep Akata 31 2 0 08 Nov 2023
Quantitative Analysis of Primary Attribution Explainable Artificial Intelligence Methods for Remote Sensing Image Classification Akshatha Mohan Joshua Peeples 24 4 0 06 Jun 2023
LEURN: Learning Explainable Univariate Rules with Neural Networks Çağlar Aytekin FAtt 29 0 0 27 Mar 2023
Neural Networks are Decision Trees Çağlar Aytekin FAtt 32 24 0 11 Oct 2022
Towards an Error-free Deep Occupancy Detector for Smart Camera Parking System Tung-Lam Duong Van-Duc Le Tien-Cuong Bui H. To 6 3 0 17 Aug 2022
Explainable multiple abnormality classification of chest CT volumes R. Draelos Lawrence Carin MedIm 26 12 0 24 Nov 2021
Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation Jiwoon Ahn Suha Kwak 232 740 0 28 Mar 2018