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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
Learning Robust Visual-Semantic Embedding for Generalizable Person Re-identification Suncheng Xiang Jingsheng Gao Mengyuan Guan Jiacheng Ruan Chengfeng Zhou Ting Liu Xiaobo Li Yuzhuo Fu 86 5 0 19 Apr 2023
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Transformer with Selective Shuffled Position Embedding and Key-Patch Exchange Strategy for Early Detection of Knee Osteoarthritis Zhe Wang A. Chetouani M. Jarraya Didier Hans R. Jennane MedIm 77 7 0 17 Apr 2023
Uncovering the Background-Induced bias in RGB based 6-DoF Object Pose Estimation Elena Govi D. Sapienza Carmelo Scribano T. Poppi Giorgia Franchini Paola Ardón M. Verucchi Marko Bertogna 35 1 0 17 Apr 2023
CLIP-Lung: Textual Knowledge-Guided Lung Nodule Malignancy Prediction Yiming Lei Zilong Li Yan Shen Junping Zhang Hongming Shan 68 19 0 17 Apr 2023
Learning Empirical Bregman Divergence for Uncertain Distance Representation Zhiyuan Li Ziru Liu An–Min Zou Anca L. Ralescu 78 1 0 16 Apr 2023
Beta-Rank: A Robust Convolutional Filter Pruning Method For Imbalanced Medical Image Analysis Morteza Homayounfar M. Koohi-Moghadam Reza Rawassizadeh V. Vardhanabhuti MedIm 60 1 0 15 Apr 2023
KS-GNNExplainer: Global Model Interpretation Through Instance Explanations On Histopathology images Sina Abdous R. Abdollahzadeh M. Rohban 68 1 0 14 Apr 2023
PARFormer: Transformer-based Multi-Task Network for Pedestrian Attribute Recognition Xinwen Fan Yukang Zhang Yang Lu Hanzi Wang ViT 76 31 0 14 Apr 2023
One Explanation Does Not Fit XIL Felix Friedrich David Steinmann Kristian Kersting LRM 70 3 0 14 Apr 2023
Explaining, Analyzing, and Probing Representations of Self-Supervised Learning Models for Sensor-based Human Activity Recognition Bulat Khaertdinov S. Asteriadis 55 3 0 14 Apr 2023
Deep Learning in Breast Cancer Imaging: A Decade of Progress and Future Directions Luyang Luo Xi Wang Yi Lin Xiaoqi Ma Andong Tan R. Chan V. Vardhanabhuti W. C. Chu Kwang-Ting Cheng Hao Chen 108 60 0 13 Apr 2023
VISION DIFFMASK: Faithful Interpretation of Vision Transformers with Differentiable Patch Masking A. Nalmpantis Apostolos Panagiotopoulos John Gkountouras Konstantinos Papakostas Wilker Aziz 40 5 0 13 Apr 2023
ODAM: Gradient-based instance-specific visual explanations for object detection Chenyang Zhao Antoni B. Chan FAtt 58 10 0 13 Apr 2023
ASR: Attention-alike Structural Re-parameterization Shan Zhong Zhongzhan Huang Wushao Wen Jinghui Qin Liang Lin 115 6 0 13 Apr 2023
Deep state-space modeling for explainable representation, analysis, and generation of professional human poses B. E. Olivas-Padilla Alina Glushkova S. Manitsaris 54 0 0 13 Apr 2023
MProtoNet: A Case-Based Interpretable Model for Brain Tumor Classification with 3D Multi-parametric Magnetic Resonance Imaging Yuanyuan Wei Roger Tam Xiaoying Tang MedIm 71 12 0 13 Apr 2023
MLOps Spanning Whole Machine Learning Life Cycle: A Survey Fang Zhengxin Yuan Yi Zhang Jingyu Liu Yue Mu Yuechen ... Xu Xiwei Wang Jeff Wang Chen Zhang Shuai Chen Shiping 54 4 0 13 Apr 2023
Explanation of Face Recognition via Saliency Maps Yuhang Lu Touradj Ebrahimi XAI CVBM 32 3 0 12 Apr 2023
Preemptively Pruning Clever-Hans Strategies in Deep Neural Networks Lorenz Linhardt Klaus-Robert Muller G. Montavon AAML 109 8 0 12 Apr 2023
RIFormer: Keep Your Vision Backbone Effective While Removing Token Mixer Jiahao Wang Songyang Zhang Yong Liu Taiqiang Wu Yujiu Yang Xihui Liu Kai-xiang Chen Ping Luo Dahua Lin 79 22 0 12 Apr 2023
Learning Transferable Pedestrian Representation from Multimodal Information Supervision Li-Na Bao Longhui Wei Xiaoyu Qiu Wen-gang Zhou Houqiang Li Qi Tian SSL 65 5 0 12 Apr 2023
ImageNet-Hard: The Hardest Images Remaining from a Study of the Power of Zoom and Spatial Biases in Image Classification Mohammad Reza Taesiri Giang Nguyen Sarra Habchi Cor-Paul Bezemer Anh Totti Nguyen VLM 87 22 0 11 Apr 2023
Simultaneous Adversarial Attacks On Multiple Face Recognition System Components Inderjeet Singh Kazuya Kakizaki Toshinori Araki CVBM AAML PICV 54 0 0 11 Apr 2023
Weakly Supervised Intracranial Hemorrhage Segmentation using Head-Wise Gradient-Infused Self-Attention Maps from a Swin Transformer in Categorical Learning Amir Rasoulian Soorena Salari Yiming Xiao 38 8 0 11 Apr 2023
Gradient-based Uncertainty Attribution for Explainable Bayesian Deep Learning Hanjing Wang D. Joshi Shiqiang Wang Q. Ji UQCV BDL 56 6 0 10 Apr 2023
A Review on Explainable Artificial Intelligence for Healthcare: Why, How, and When? M. Rubaiyat Hossain Mondal Prajoy Podder 91 64 0 10 Apr 2023
Improved Test-Time Adaptation for Domain Generalization Liang Chen Yong Zhang Yibing Song Ying Shan Lingqiao Liu TTA OOD 95 51 0 10 Apr 2023
Explanation Strategies for Image Classification in Humans vs. Current Explainable AI Ruoxi Qi Yueyuan Zheng Yi Yang Caleb Chen Cao J. H. Hsiao 58 5 0 10 Apr 2023
Identity-Guided Collaborative Learning for Cloth-Changing Person Reidentification Zan Gao Shengxun Wei Weili Guan Lei Zhu Meng Wang Shenyong Chen 120 10 0 10 Apr 2023
Generating Adversarial Attacks in the Latent Space Nitish Shukla Sudipta Banerjee 79 8 0 10 Apr 2023
Slideflow: Deep Learning for Digital Histopathology with Real-Time Whole-Slide Visualization J. Dolezal S. Kochanny E. Dyer Andrew Srisuwananukorn Matteo Sacco Frederick M. Howard Anran Li Prajval Mohan Alexander T. Pearson MedIm 108 29 0 09 Apr 2023
Predicting multiple sclerosis disease severity with multimodal deep neural networks Kai Zhang J. Lincoln Xiaoqian Jiang E. Bernstam Shayan Shams 13 4 0 08 Apr 2023
Mitigating Spurious Correlations in Multi-modal Models during Fine-tuning Yu Yang Besmira Nushi Hamid Palangi Baharan Mirzasoleiman 99 39 0 08 Apr 2023
Masked Student Dataset of Expressions Sridhar Sola Darshan Gera 53 2 0 07 Apr 2023
High-order Spatial Interactions Enhanced Lightweight Model for Optical Remote Sensing Image-based Small Ship Detection Y. Yin Xu Cheng Fan Shi Xiufeng Liu Huan Huo Shengyong Chen 101 11 0 07 Apr 2023
Hierarchical Disentanglement-Alignment Network for Robust SAR Vehicle Recognition Wei-Jang Li Wei Yang Wenpeng Zhang Tianpeng Liu Yongxiang Liu Yang Liu 96 18 0 07 Apr 2023
RoSteALS: Robust Steganography using Autoencoder Latent Space Tu Bui Shrutina Agarwal Ning Yu John Collomosse 100 42 0 06 Apr 2023
Explainable AI And Visual Reasoning: Insights From Radiology Rob Kaufman David Kirsh 78 5 0 06 Apr 2023
RFAConv: Innovating Spatial Attention and Standard Convolutional Operation Xinyu Zhang Chen Liu Degang Yang Tingting Song Yichen Ye Ke Li Ying Song 80 123 0 06 Apr 2023
Probing the Purview of Neural Networks via Gradient Analysis Jinsol Lee Charles Lehman Mohit Prabhushankar Ghassan AlRegib 104 8 0 06 Apr 2023
Gradient Attention Balance Network: Mitigating Face Recognition Racial Bias via Gradient Attention Linzhi Huang Mei Wang Jiahao Liang Weihong Deng Hongzhi Shi Dongchao Wen Yingjie Zhang Jian Zhao CVBM 88 8 0 05 Apr 2023
Rethinking the Trigger-injecting Position in Graph Backdoor Attack Jing Xu Gorka Abad S. Picek LLMSV SILM 78 7 0 05 Apr 2023
Towards Self-Explainability of Deep Neural Networks with Heatmap Captioning and Large-Language Models Osman Tursun Simon Denman Sridha Sridharan Clinton Fookes ViT VLM 56 6 0 05 Apr 2023
HarsanyiNet: Computing Accurate Shapley Values in a Single Forward Propagation Lu Chen Siyu Lou Keyan Zhang Jin Huang Quanshi Zhang TDI FAtt 91 9 0 04 Apr 2023
Bridging the Gap between Model Explanations in Partially Annotated Multi-label Classification Youngwook Kim Jae Myung Kim Ji-Eun Jeong Cordelia Schmid Zeynep Akata Jungwook Lee 74 9 0 04 Apr 2023
A Brief Review of Explainable Artificial Intelligence in Healthcare Zahra Sadeghi R. Alizadehsani M. Cifci Samina Kausar Rizwan Rehman ... A. Shoeibi H. Moosaei Milan Hladík Saeid Nahavandi P. Pardalos 23 14 0 04 Apr 2023
Mapping Degeneration Meets Label Evolution: Learning Infrared Small Target Detection with Single Point Supervision Xinyi Ying Li Liu Yingqian Wang Ruojing Li Nuo Chen Zaiping Lin Weidong Sheng Shilin Zhou 89 60 0 04 Apr 2023
Defending Against Patch-based Backdoor Attacks on Self-Supervised Learning Ajinkya Tejankar Maziar Sanjabi Qifan Wang Sinong Wang Hamed Firooz Hamed Pirsiavash L Tan AAML 86 20 0 04 Apr 2023
Transformer-based interpretable multi-modal data fusion for skin lesion classification Theodor Cheslerean-Boghiu Melia-Evelina Fleischmann Theresa Willem Tobias Lasser ViT MedIm AI4CE 50 2 0 03 Apr 2023