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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
Relevance Attack on Detectors Sizhe Chen Fan He Xiaolin Huang Kun Zhang AAML 77 17 0 16 Aug 2020
Model Patching: Closing the Subgroup Performance Gap with Data Augmentation Karan Goel Albert Gu Yixuan Li Christopher Ré 104 121 0 15 Aug 2020
Explainability in Deep Reinforcement Learning Alexandre Heuillet Fabien Couthouis Natalia Díaz Rodríguez XAI 235 283 0 15 Aug 2020
Abstracting Deep Neural Networks into Concept Graphs for Concept Level Interpretability Avinash Kori Parth Natekar Ganapathy Krishnamurthi Balaji Srinivasan 78 9 0 14 Aug 2020
Survey of XAI in digital pathology Milda Pocevičiūtė Gabriel Eilertsen Claes Lundström 75 56 0 14 Aug 2020
Interpretation of Brain Morphology in Association to Alzheimer's Disease Dementia Classification Using Graph Convolutional Networks on Triangulated Meshes Emanuel A. Azcona P. Besson Yunan Wu Arjun Punjabi Adam Martersteck Amil Dravid T. Parrish S. Bandt Aggelos K. Katsaggelos MedIm 48 11 0 14 Aug 2020
Semantically Adversarial Learnable Filters Ali Shahin Shamsabadi Changjae Oh Andrea Cavallaro GAN 87 6 0 13 Aug 2020
Deep Learning to Quantify Pulmonary Edema in Chest Radiographs Steven Horng Ruizhi Liao Xin Wang Sandeep Dalal Polina Golland Seth Berkowitz 86 36 0 13 Aug 2020
ExplAIn: Explanatory Artificial Intelligence for Diabetic Retinopathy Diagnosis G. Quellec Hassan Al Hajj M. Lamard Pierre-Henri Conze P. Massin B. Cochener 69 55 0 13 Aug 2020
Mitigating Dataset Imbalance via Joint Generation and Classification Aadarsh Sahoo Ankit Singh Yikang Shen Rogerio Feris Abir Das GAN 36 9 0 12 Aug 2020
Reliable Post hoc Explanations: Modeling Uncertainty in Explainability Dylan Slack Sophie Hilgard Sameer Singh Himabindu Lakkaraju FAtt 134 163 0 11 Aug 2020
Sharp Multiple Instance Learning for DeepFake Video Detection Xiaodan Li Yining Lang YueFeng Chen Xiaofeng Mao Yuan He Shuhui Wang Hui Xue Quan Lu AAML 108 174 0 11 Aug 2020
An Explainable 3D Residual Self-Attention Deep Neural Network FOR Joint Atrophy Localization and Alzheimer's Disease Diagnosis using Structural MRI Xin Zhang Liangxiu Han Wenyong Zhu Liang Sun Daoqiang Zhang MedIm 51 123 0 10 Aug 2020
Feature Space Augmentation for Long-Tailed Data Peng Chu Xiao Bian Shaopeng Liu Haibin Ling 94 243 0 09 Aug 2020
Assessing the (Un)Trustworthiness of Saliency Maps for Localizing Abnormalities in Medical Imaging N. Arun N. Gaw P. Singh Ken Chang M. Aggarwal ... J. Patel M. Gidwani Julius Adebayo M. D. Li Jayashree Kalpathy-Cramer FAtt 105 110 0 06 Aug 2020
Axiom-based Grad-CAM: Towards Accurate Visualization and Explanation of CNNs Ruigang Fu Qingyong Hu Xiaohu Dong Yulan Guo Yinghui Gao Biao Li FAtt 95 272 0 05 Aug 2020
More Than Accuracy: Towards Trustworthy Machine Learning Interfaces for Object Recognition Hendrik Heuer Andreas Breiter HAI 47 9 0 05 Aug 2020
Adv-watermark: A Novel Watermark Perturbation for Adversarial Examples Xiaojun Jia Xingxing Wei Xiaochun Cao Xiaoguang Han AAML 75 88 0 05 Aug 2020
Counterfactual Explanation Based on Gradual Construction for Deep Networks Hong G Jung Sin-Han Kang Hee-Dong Kim Dong-Ok Won Seong-Whan Lee OOD FAtt 94 24 0 05 Aug 2020
Implicit Saliency in Deep Neural Networks Yutong Sun Mohit Prabhushankar Ghassan AlRegib FAtt 76 9 0 04 Aug 2020
Explainable Predictive Process Monitoring Musabir Musabayli F. Maggi Williams Rizzi Josep Carmona Chiara Di Francescomarino 68 61 0 04 Aug 2020
Making Sense of CNNs: Interpreting Deep Representations & Their Invariances with INNs Robin Rombach Patrick Esser Bjorn Ommer 88 16 0 04 Aug 2020
Evaluating the performance of the LIME and Grad-CAM explanation methods on a LEGO multi-label image classification task David Cian Jan van Gemert A. Lengyel FAtt 41 23 0 04 Aug 2020
COVID-19 in CXR: from Detection and Severity Scoring to Patient Disease Monitoring Rula Amer Maayan Frid-Adar Ophir Gozes Jannette Nassar H. Greenspan 93 63 0 04 Aug 2020
Learning Invariant Feature Representation to Improve Generalization across Chest X-ray Datasets S. Ghimire Satyananda Kashyap Joy T. Wu Alexandros Karargyris Mehdi Moradi OOD 57 8 0 04 Aug 2020
Central object segmentation by deep learning for fruits and other roundish objects M. Fukuda T. Okuno Shinya Yuki 44 13 0 04 Aug 2020
Teacher-Student Training and Triplet Loss for Facial Expression Recognition under Occlusion Mariana-Iuliana Georgescu Radu Tudor Ionescu CVBM 67 25 0 03 Aug 2020
AUTSL: A Large Scale Multi-modal Turkish Sign Language Dataset and Baseline Methods Ozge Mercanoglu Sincan H. Keles SLR 75 173 0 03 Aug 2020
Explainable Face Recognition Jonathan R. Williford Brandon B. May J. Byrne CVBM 69 71 0 03 Aug 2020
Multi-Task Driven Explainable Diagnosis of COVID-19 using Chest X-ray Images Aakarsh Malhotra S. Mittal P. Majumdar S. Chhabra K. Thakral Mayank Vatsa Richa Singh S. Chaudhury Ashwin Pudrod A. Agrawal 56 60 0 03 Aug 2020
State-of-the-art Techniques in Deep Edge Intelligence Ahnaf Hannan Lodhi Barış Akgün Öznur Özkasap 41 5 0 03 Aug 2020
A Causal Lens for Peeking into Black Box Predictive Models: Predictive Model Interpretation via Causal Attribution A. Khademi Vasant Honavar CML 39 9 0 01 Aug 2020
Accurate and Efficient Intracranial Hemorrhage Detection and Subtype Classification in 3D CT Scans with Convolutional and Long Short-Term Memory Neural Networks Mihail Burduja Radu Tudor Ionescu N. Verga 74 91 0 01 Aug 2020
Eigen-CAM: Class Activation Map using Principal Components Mohammed Bany Muhammad M. Yeasin 78 346 0 01 Aug 2020
Contrastive Explanations in Neural Networks Mohit Prabhushankar Gukyeong Kwon Dogancan Temel Ghassan AlRegib FAtt 70 33 0 01 Aug 2020
Model Reduction of Shallow CNN Model for Reliable Deployment of Information Extraction from Medical Reports A. Dubey Alina Peluso Jacob D. Hinkle Devanshu Agarawal Zilong Tan MedIm 12 0 0 31 Jul 2020
Autonomous Navigation in Complex Environments with Deep Multimodal Fusion Network A. Nguyen Ngoc Son Nguyen K. Tran Erman Tjiputra Quang-Dieu Tran 65 39 0 31 Jul 2020
Saliency-driven Class Impressions for Feature Visualization of Deep Neural Networks Sravanti Addepalli Dipesh Tamboli R. Venkatesh Babu Biplab Banerjee FAtt 37 3 0 31 Jul 2020
Weakly-Supervised Cell Tracking via Backward-and-Forward Propagation Kazuya Nishimura Junya Hayashida Chenyang Wang Dai Fei Elmer Ker Ryoma Bise 77 17 0 30 Jul 2020
Weakly Supervised Minirhizotron Image Segmentation with MIL-CAM Guohao Yu A. Zare Weihuang Xu R. Matamala J. Reyes‐Cabrera F. Fritschi T. Juenger 46 12 0 30 Jul 2020
Reliable Tuberculosis Detection using Chest X-ray with Deep Learning, Segmentation and Visualization Tawsifur Rahman Amith Khandakar M. A. Kadir K. R. Islam Khandaker F. Islam ... Tahir Hamid M. Islam Z. Mahbub M. Ayari M. Chowdhury 83 371 0 29 Jul 2020
PDCOVIDNet: A Parallel-Dilated Convolutional Neural Network Architecture for Detecting COVID-19 from Chest X-Ray Images N. K. Chowdhury Md. Muhtadir Rahman M. A. Kabir 47 87 0 29 Jul 2020
Detecting and analysing spontaneous oral cancer speech in the wild B. Halpern Rob van Son M. V. D. Brekel O. Scharenborg 38 9 0 28 Jul 2020
DeScarGAN: Disease-Specific Anomaly Detection with Weak Supervision J. Wolleb Robin Sandkühler Philippe C. Cattin 565 22 0 28 Jul 2020
Demystifying Contrastive Self-Supervised Learning: Invariances, Augmentations and Dataset Biases Senthil Purushwalkam Abhinav Gupta SSL 97 219 0 28 Jul 2020
Feature visualization of Raman spectrum analysis with deep convolutional neural network Masashi Fukuhara Kazuhiko Fujiwara Y. Maruyama H. Itoh 34 64 0 27 Jul 2020
An Uncertainty-aware Transfer Learning-based Framework for Covid-19 Diagnosis Afshar Shamsi Hamzeh Asgharnezhad Shirin Shamsi Jokandan Abbas Khosravi P. Kebria D. Nahavandi S. Nahavandi D. Srinivasan OOD 131 135 0 26 Jul 2020
BorderDet: Border Feature for Dense Object Detection Han Qiu Yuchen Ma Zeming Li Songtao Liu Jian Sun ObjD 197 126 0 21 Jul 2020
Landmark Guidance Independent Spatio-channel Attention and Complementary Context Information based Facial Expression Recognition Darshan Gera S. Balasubramanian CVBM 80 81 0 20 Jul 2020
Survey on Deep Learning-based Kuzushiji Recognition K. Ueki Tomoka Kojima 40 4 0 19 Jul 2020