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Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization

7 October 2016

Ramprasaath R. Selvaraju

Devi Parikh

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Papers citing "Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization"

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Title
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Towards Frequency-Based Explanation for Robust CNN Zifan Wang Yilin Yang Ankit Shrivastava Varun Rawal Zihao Ding AAML FAtt 57 49 0 06 May 2020
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Sub-Image Anomaly Detection with Deep Pyramid Correspondences Niv Cohen Yedid Hoshen 121 484 0 05 May 2020
What-if I ask you to explain: Explaining the effects of perturbations in procedural text Dheeraj Rajagopal Niket Tandon Bhavana Dalvi Peter Clarke Eduard H. Hovy 54 14 0 04 May 2020
Visualizing Deep Learning-based Radio Modulation Classifier Liang Huang You Zhang Weijian Pan Jinyin Chen L. Qian Yuan Wu 35 32 0 03 May 2020
Hide-and-Seek: A Template for Explainable AI Thanos Tagaris A. Stafylopatis 24 6 0 30 Apr 2020
COVID-DA: Deep Domain Adaptation from Typical Pneumonia to COVID-19 Yifan Zhang Shuaicheng Niu Zhen Qiu Ying Wei P. Zhao Jianhua Yao Junzhou Huang Qingyao Wu Mingkui Tan OOD 63 70 0 30 Apr 2020
Explainable Deep Learning: A Field Guide for the Uninitiated Gabrielle Ras Ning Xie Marcel van Gerven Derek Doran AAML XAI 114 380 0 30 Apr 2020
Single-Side Domain Generalization for Face Anti-Spoofing Yunpei Jia Jie Zhang Shiguang Shan Xilin Chen OOD 177 245 0 29 Apr 2020
PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning Arthur Douillard Matthieu Cord Charles Ollion Thomas Robert Eduardo Valle CLL 59 6 0 28 Apr 2020
Gradient-Induced Co-Saliency Detection Zhao Zhang Wenda Jin Jun Xu Ming-Ming Cheng 122 110 0 28 Apr 2020
A scoping review of transfer learning research on medical image analysis using ImageNet M. Morid Alireza Borjali G. Fiol 78 370 0 27 Apr 2020
Climate Adaptation: Reliably Predicting from Imbalanced Satellite Data Ruchit Rawal Prabhu Pradhan 40 1 0 26 Apr 2020
Harnessing adversarial examples with a surprisingly simple defense Ali Borji AAML 29 0 0 26 Apr 2020
Explainable Deep CNNs for MRI-Based Diagnosis of Alzheimer's Disease Eduardo Nigri N. Ziviani F. Cappabianco Augusto Antunes Adriano Veloso MedIm 30 39 0 25 Apr 2020
A Black-box Adversarial Attack Strategy with Adjustable Sparsity and Generalizability for Deep Image Classifiers Arka Ghosh S. S. Mullick Shounak Datta Swagatam Das R. Mallipeddi A. Das AAML 63 38 0 24 Apr 2020
A Cascaded Learning Strategy for Robust COVID-19 Pneumonia Chest X-Ray Screening Chun-Fu Yeh Hsien-Tzu Cheng Andy Wei Hsin-Ming Chen Po-Chen Kuo ... Nai-Kuan Chou Kuan-Hua Chao Yi-Chin Tu Yeun-Chung Chang Tyng-Luh Liu 42 43 0 24 Apr 2020
Debiasing Skin Lesion Datasets and Models? Not So Fast Alceu Bissoto Eduardo Valle Sandra Avila 102 55 0 23 Apr 2020
Automated diagnosis of COVID-19 with limited posteroanterior chest X-ray images using fine-tuned deep neural networks Narinder Singh Punn Sonali Agarwal 99 193 0 23 Apr 2020
Live Trojan Attacks on Deep Neural Networks Robby Costales Chengzhi Mao R. Norwitz Bryan Kim Junfeng Yang AAML 120 22 0 22 Apr 2020
Deep Learning for Screening COVID-19 using Chest X-Ray Images S. Basu Sushmita Mitra N. Saha 64 180 0 22 Apr 2020
Understanding Integrated Gradients with SmoothTaylor for Deep Neural Network Attribution Gary S. W. Goh Sebastian Lapuschkin Leander Weber Wojciech Samek Alexander Binder FAtt 75 35 0 22 Apr 2020
SensitiveLoss: Improving Accuracy and Fairness of Face Representations with Discrimination-Aware Deep Learning Ignacio Serna Aythami Morales Julian Fierrez Manuel Cebrian Nick Obradovich Iyad Rahwan FaML CVBM 70 79 0 22 Apr 2020
Weakly Supervised Learning Guided by Activation Mapping Applied to a Novel Citrus Pest Benchmark Edson Bollis Hélio Pedrini Sandra Avila 38 24 0 22 Apr 2020
Perturb More, Trap More: Understanding Behaviors of Graph Neural Networks Chaojie Ji Ruxin Wang Hongyan Wu 64 7 0 21 Apr 2020
AMC-Loss: Angular Margin Contrastive Loss for Improved Explainability in Image Classification Hongjun Choi Anirudh Som Pavan Turaga 39 25 0 21 Apr 2020
Explainable Goal-Driven Agents and Robots -- A Comprehensive Review F. Sado C. K. Loo W. S. Liew Matthias Kerzel S. Wermter 96 52 0 21 Apr 2020
When Residual Learning Meets Dense Aggregation: Rethinking the Aggregation of Deep Neural Networks Zhiyu Zhu Zhen-Peng Bian Junhui Hou Yi Wang Lap-Pui Chau 22 2 0 19 Apr 2020
Occluded Prohibited Items Detection: an X-ray Security Inspection Benchmark and De-occlusion Attention Module Yanlu Wei Renshuai Tao Jay Zhangjie Wu Yuqing Ma Libo Zhang Xianglong Liu 39 189 0 18 Apr 2020
SCOUT: Self-aware Discriminant Counterfactual Explanations Pei Wang Nuno Vasconcelos FAtt 55 82 0 16 Apr 2020
DeepFakes Evolution: Analysis of Facial Regions and Fake Detection Performance Ruben Tolosana Sergio Romero-Tapiador Julian Fierrez R. Vera-Rodríguez CVBM 94 90 0 16 Apr 2020
Iteratively Pruned Deep Learning Ensembles for COVID-19 Detection in Chest X-rays S. Rajaraman Jenifer Siegelman P. Alderson Lucas S. Folio L. Folio Sameer Kiran Antani 59 268 0 16 Apr 2020
JCS: An Explainable COVID-19 Diagnosis System by Joint Classification and Segmentation Yu-Huan Wu Shanghua Gao Jie Mei Jun Xu Deng-Ping Fan Chao Zhao Ming-Ming Cheng 76 381 0 15 Apr 2020
Explaining Regression Based Neural Network Model Mégane Millan Catherine Achard FAtt 33 3 0 15 Apr 2020
Melanoma Detection using Adversarial Training and Deep Transfer Learning H. Zunair Benourida Hamza GAN MedIm 100 89 0 14 Apr 2020
Distilling Localization for Self-Supervised Representation Learning Nanxuan Zhao Zhirong Wu Rynson W. H. Lau Stephen Lin SSL 159 56 0 14 Apr 2020
InsideBias: Measuring Bias in Deep Networks and Application to Face Gender Biometrics Ignacio Serna Alejandro Peña Aythami Morales Julian Fierrez CVBM 101 62 0 14 Apr 2020
Contrastive Examples for Addressing the Tyranny of the Majority V. Sharmanska Lisa Anne Hendricks Trevor Darrell Novi Quadrianto 72 29 0 14 Apr 2020
The Devil is in the Details: Self-Supervised Attention for Vehicle Re-Identification Pirazh Khorramshahi Neehar Peri Jun-Cheng Chen Rama Chellappa 92 137 0 14 Apr 2020
Deep Learning COVID-19 Features on CXR using Limited Training Data Sets Y. Oh Sangjoon Park J. C. Ye 70 699 0 13 Apr 2020
PatchAttack: A Black-box Texture-based Attack with Reinforcement Learning Chenglin Yang Adam Kortylewski Cihang Xie Yinzhi Cao Alan Yuille AAML 79 109 0 12 Apr 2020
Exploring The Spatial Reasoning Ability of Neural Models in Human IQ Tests Hyunjae Kim Yookyung Koh Jinheon Baek Jaewoo Kang 27 4 0 11 Apr 2020
Attend and Decode: 4D fMRI Task State Decoding Using Attention Models Sam Nguyen Brenda Ng Alan Kaplan Priyadip Ray 63 25 0 10 Apr 2020
DeepCOVIDExplainer: Explainable COVID-19 Diagnosis Based on Chest X-ray Images Md. Rezaul Karim Till Dohmen Dietrich-Rebholz Schuhmann Stefan Decker Michael Cochez Oya Beyan 71 88 0 09 Apr 2020
Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation Yude Wang Jie Zhang Meina Kan Shiguang Shan Xilin Chen 101 630 0 09 Apr 2020
Multi-Granularity Canonical Appearance Pooling for Remote Sensing Scene Classification Shidong Wang Yu Guan Ling Shao 68 99 0 09 Apr 2020
Improving BERT with Self-Supervised Attention Yiren Chen Xiaoyu Kou Jiangang Bai Yunhai Tong 30 10 0 08 Apr 2020
Survey for Trust-aware Recommender Systems: A Deep Learning Perspective Manqing Dong Feng Yuan Lina Yao Xianzhi Wang Xiwei Xu Liming Zhu 61 8 0 08 Apr 2020