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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
Towards Interpretable Polyphonic Transcription with Invertible Neural Networks Rainer Kelz Gerhard Widmer 41 15 0 04 Sep 2019
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Towards Understanding Neural Machine Translation with Word Importance Shilin He Zhaopeng Tu Xing Wang Longyue Wang Michael R. Lyu Shuming Shi AAML 125 40 0 01 Sep 2019
Human-grounded Evaluations of Explanation Methods for Text Classification Piyawat Lertvittayakumjorn Francesca Toni FAtt 90 67 0 29 Aug 2019
Embracing Imperfect Datasets: A Review of Deep Learning Solutions for Medical Image Segmentation Nima Tajbakhsh Laura Jeyaseelan Q. Li J. Chiang Zhihao Wu Xiaowei Ding 160 770 0 27 Aug 2019
Attention-based Dropout Layer for Weakly Supervised Object Localization Junsuk Choe Hyunjung Shim WSOL 147 367 0 27 Aug 2019
Distorted Representation Space Characterization Through Backpropagated Gradients Gukyeong Kwon Mohit Prabhushankar Dogancan Temel G. Al-Regib 54 19 0 27 Aug 2019
Deep Ancient Roman Republican Coin Classification via Feature Fusion and Attention Hafeez Anwar Saeed Anwar S. Zambanini Fatih Porikli 45 7 0 26 Aug 2019
Saliency Methods for Explaining Adversarial Attacks Jindong Gu Volker Tresp FAtt AAML 71 30 0 22 Aug 2019
Deep neural network or dermatologist? Kyle Young Gareth Booth B. Simpson R. Dutton Sally Shrapnel MedIm 77 69 0 19 Aug 2019
U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Badri N. Patro Mayank Lunayach Shivansh Patel Vinay P. Namboodiri FAtt UQCV 116 76 0 17 Aug 2019
Learning Fixed Points in Generative Adversarial Networks: From Image-to-Image Translation to Disease Detection and Localization M. R. Siddiquee Zongwei Zhou Nima Tajbakhsh Ruibin Feng Michael B. Gotway Yoshua Bengio Jianming Liang GAN MedIm 83 91 0 16 Aug 2019
Context-Aware Emotion Recognition Networks Jiyoung Lee Seungryong Kim Sunok Kim Jungin Park Kwanghoon Sohn 60 235 0 16 Aug 2019
Resolving challenges in deep learning-based analyses of histopathological images using explanation methods Miriam Hagele P. Seegerer Sebastian Lapuschkin M. Bockmayr Wojciech Samek Frederick Klauschen K. Müller Alexander Binder 110 162 0 15 Aug 2019
Neural Image Compression and Explanation Xiang Li Shihao Ji 25 10 0 09 Aug 2019
Februus: Input Purification Defense Against Trojan Attacks on Deep Neural Network Systems Bao Gia Doan Ehsan Abbasnejad Damith C. Ranasinghe AAML 106 66 0 09 Aug 2019
Deep Learning for Visual Recognition of Environmental Enteropathy and Celiac Disease A. Shrivastava K. Kant S. Sengupta Sung-Jun Kang Marium N. Khan ... S. Moore B. Amadi P. Kelly Donald E. Brown Sana Syed 33 9 0 08 Aug 2019
Learning Vision-based Flight in Drone Swarms by Imitation Fabian Schilling Julien Lecoeur Fabrizio Schiano Dario Floreano SSL 64 67 0 08 Aug 2019
Interpretable and Fine-Grained Visual Explanations for Convolutional Neural Networks Jörg Wagner Jan M. Köhler Tobias Gindele Leon Hetzel Thaddäus Wiedemer Sven Behnke AAML FAtt 92 122 0 07 Aug 2019
Free-Lunch Saliency via Attention in Atari Agents Dmitry Nikulin A. Ianina Vladimir Aliev Sergey I. Nikolenko FAtt 73 24 0 07 Aug 2019
Abnormality Detection in Musculoskeletal Radiographs with Convolutional Neural Networks(Ensembles) and Performance Optimization Dennis Banga P. Wagacha 18 13 0 06 Aug 2019
Explaining Convolutional Neural Networks using Softmax Gradient Layer-wise Relevance Propagation Brian Kenji Iwana Ryohei Kuroki S. Uchida FAtt 72 98 0 06 Aug 2019
Knowledge Consistency between Neural Networks and Beyond Ruofan Liang Tianlin Li Longfei Li Jingchao Wang Quanshi Zhang 73 28 0 05 Aug 2019
Discriminating Spatial and Temporal Relevance in Deep Taylor Decompositions for Explainable Activity Recognition Liam Hiley Alun D. Preece Y. Hicks D. Marshall Harrison Taylor FAtt 33 11 0 05 Aug 2019
Smooth Grad-CAM++: An Enhanced Inference Level Visualization Technique for Deep Convolutional Neural Network Models Daniel Omeiza Skyler Speakman C. Cintas Komminist Weldemariam FAtt 72 218 0 03 Aug 2019
ABD-Net: Attentive but Diverse Person Re-Identification Tianlong Chen Shaojin Ding Jingyi Xie Ye Yuan Wuyang Chen Yang Zhou Ren Zhangyang Wang 143 480 0 03 Aug 2019
A Survey on Deep Learning of Small Sample in Biomedical Image Analysis Pengyi Zhang Yunxin Zhong Yulin Deng Xiaoying Tang Xiaoqiong Li 69 32 0 01 Aug 2019
OCT Fingerprints: Resilience to Presentation Attacks T. Chugh Anil K. Jain 49 32 0 31 Jul 2019
Degeneracy in Self-Calibration Revisited and a Deep Learning Solution for Uncalibrated SLAM Bingbing Zhuang Quoc-Huy Tran Pan Ji Gim Hee Lee L. Cheong Manmohan Chandraker 3DGS 68 23 0 30 Jul 2019
explAIner: A Visual Analytics Framework for Interactive and Explainable Machine Learning Thilo Spinner U. Schlegel H. Schäfer Mennatallah El-Assady HAI 76 239 0 29 Jul 2019
Forced Spatial Attention for Driver Foot Activity Classification Akshay Rangesh Mohan M. Trivedi 61 8 0 27 Jul 2019
How to Manipulate CNNs to Make Them Lie: the GradCAM Case T. Viering Ziqi Wang Marco Loog E. Eisemann AAML FAtt 56 28 0 25 Jul 2019
Interpretability Beyond Classification Output: Semantic Bottleneck Networks M. Losch Mario Fritz Bernt Schiele UQCV 74 63 0 25 Jul 2019
Understanding Adversarial Attacks on Deep Learning Based Medical Image Analysis Systems Xingjun Ma Yuhao Niu Lin Gu Yisen Wang Yitian Zhao James Bailey Feng Lu MedIm AAML 93 458 0 24 Jul 2019
Enhancing the Discriminative Feature Learning for Visible-Thermal Cross-Modality Person Re-Identification Haijun Liu Jian Cheng 71 107 0 23 Jul 2019
Few-shot Learning for Domain-specific Fine-grained Image Classification Xin Sun Hongwei Xv Junyu Dong Qiong Li Changrui Chen 95 63 0 23 Jul 2019
Highlight Every Step: Knowledge Distillation via Collaborative Teaching Haoran Zhao Xin Sun Junyu Dong Changrui Chen Zihe Dong 80 59 0 23 Jul 2019
Understanding the Political Ideology of Legislators from Social Media Images Nan Xi Di Ma Marcus Liou Zachary C. Steinert-Threlkeld Jason Anastasopoulos Jungseock Joo 87 53 0 22 Jul 2019
Automatic Radiology Report Generation based on Multi-view Image Fusion and Medical Concept Enrichment Jianbo Yuan Haofu Liao R. Luo Jiebo Luo MedIm 88 194 0 22 Jul 2019
Only Time Can Tell: Discovering Temporal Data for Temporal Modeling Laura Sevilla-Lara Shengxin Cindy Zha Zhicheng Yan Vedanuj Goswami Matt Feiszli Lorenzo Torresani 105 76 0 19 Jul 2019
Multi-Task Regression-based Learning for Autonomous Unmanned Aerial Vehicle Flight Control within Unstructured Outdoor Environments Bruna G. Maciel-Pearson S. Akçay Amir Atapour-Abarghouei Christopher J. Holder T. Breckon 73 34 0 18 Jul 2019
A Survey on Explainable Artificial Intelligence (XAI): Towards Medical XAI Erico Tjoa Cuntai Guan XAI 158 1,463 0 17 Jul 2019
Natural Adversarial Examples Dan Hendrycks Kevin Zhao Steven Basart Jacob Steinhardt Basel Alomair OODD 276 1,486 0 16 Jul 2019
Evaluating Explanation Without Ground Truth in Interpretable Machine Learning Fan Yang Mengnan Du Helen Zhou XAI ELM 67 67 0 16 Jul 2019
Deep Multi Label Classification in Affine Subspaces T. Kurmann Pablo Márquez-Neila Sebastian Wolf Raphael Sznitman 55 5 0 10 Jul 2019
ELF: Embedded Localisation of Features in pre-trained CNN Assia Benbihi Matthieu Geist C´edric Pradalier 68 30 0 07 Jul 2019
Generative Counterfactual Introspection for Explainable Deep Learning Shusen Liu B. Kailkhura Donald Loveland Yong Han 136 90 0 06 Jul 2019
From Pixels to Affect: A Study on Games and Player Experience Konstantinos Makantasis Antonios Liapis Georgios N. Yannakakis 57 35 0 04 Jul 2019
Intrinsic Image Popularity Assessment Keyan Ding Kede Ma Shiqi Wang 55 28 0 03 Jul 2019
Where are the Masks: Instance Segmentation with Image-level Supervision I. Laradji David Vazquez Mark Schmidt 109 59 0 02 Jul 2019