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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
A Comprehensive Analysis of Weakly-Supervised Semantic Segmentation in Different Image Domains Lyndon Chan Mahdi S. Hosseini Konstantinos N. Plataniotis 93 101 0 24 Dec 2019
A Multimodal Target-Source Classifier with Attention Branches to Understand Ambiguous Instructions for Fetching Daily Objects A. Magassouba K. Sugiura Hisashi Kawai 81 9 0 23 Dec 2019
Explain Your Move: Understanding Agent Actions Using Specific and Relevant Feature Attribution Nikaash Puri Sukriti Verma Piyush B. Gupta Dhruv Kayastha Shripad Deshmukh Balaji Krishnamurthy Sameer Singh FAtt AAML 80 79 0 23 Dec 2019
When Explanations Lie: Why Many Modified BP Attributions Fail Leon Sixt Maximilian Granz Tim Landgraf BDL FAtt XAI 94 132 0 20 Dec 2019
Semantic Segmentation from Remote Sensor Data and the Exploitation of Latent Learning for Classification of Auxiliary Tasks B. Chatterjee Charalambos (Charis) Poullis SSeg 33 17 0 19 Dec 2019
Pathomic Fusion: An Integrated Framework for Fusing Histopathology and Genomic Features for Cancer Diagnosis and Prognosis Richard J. Chen Ming Y. Lu Jingwen Wang Drew F. K. Williamson S. Rodig N. Lindeman Faisal Mahmood 85 412 0 18 Dec 2019
Lightweight and Robust Representation of Economic Scales from Satellite Imagery Sungwon Han Donghyun Ahn Hyunji Cha Jeasurk Yang Sungwon Park M. Cha 55 30 0 18 Dec 2019
Analysing Deep Reinforcement Learning Agents Trained with Domain Randomisation Tianhong Dai Kai Arulkumaran Tamara Gerbert Samyakh Tukra Feryal M. P. Behbahani Anil Anthony Bharath 84 28 0 18 Dec 2019
AeroRIT: A New Scene for Hyperspectral Image Analysis Aneesh Rangnekar Nilay Mokashi Emmett Ientilucci Christopher Kanan Matthew J. Hoffman SSeg 80 37 0 17 Dec 2019
Spatial-Angular Interaction for Light Field Image Super-Resolution Yingqian Wang Longguang Wang Jungang Yang W. An Jingyi Yu Yulan Guo 78 153 0 17 Dec 2019
Domain Agnostic Feature Learning for Image and Video Based Face Anti-spoofing Suman Saha Wenhao Xu Menelaos Kanakis Stamatios Georgoulis Yuhua Chen D. Paudel Luc Van Gool CVBM 54 39 0 15 Dec 2019
Action Genome: Actions as Composition of Spatio-temporal Scene Graphs Jingwei Ji Ranjay Krishna Li Fei-Fei Juan Carlos Niebles 80 346 0 15 Dec 2019
ViBE: Dressing for Diverse Body Shapes Wei-Lin Hsiao Kristen Grauman 3DH 60 36 0 13 Dec 2019
Zooming into Face Forensics: A Pixel-level Analysis Jia Li T. Shen Wei Zhang Hui Ren Dan Zeng Tao Mei CVBM 63 17 0 12 Dec 2019
Deep Relevance Regularization: Interpretable and Robust Tumor Typing of Imaging Mass Spectrometry Data Christian Etmann Maximilian Schmidt Jens Behrmann T. Boskamp Lena Hauberg-Lotte Annette Peter R. Casadonte J. Kriegsmann Peter Maass OOD 37 2 0 10 Dec 2019
Exploratory Not Explanatory: Counterfactual Analysis of Saliency Maps for Deep Reinforcement Learning Akanksha Atrey Kaleigh Clary David D. Jensen FAtt LRM 82 91 0 09 Dec 2019
An Empirical Study on the Relation between Network Interpretability and Adversarial Robustness Adam Noack Isaac Ahern Dejing Dou Boyang Albert Li OOD AAML 158 10 0 07 Dec 2019
Scratch that! An Evolution-based Adversarial Attack against Neural Networks Malhar Jere Loris Rossi Briland Hitaj Gabriela F. Cretu-Ciocarlie Giacomo Boracchi F. Koushanfar AAML 79 18 0 05 Dec 2019
Algorithmic Discrimination: Formulation and Exploration in Deep Learning-based Face Biometrics Ignacio Serna Aythami Morales Julian Fierrez Manuel Cebrian Nick Obradovich Iyad Rahwan FaML OOD CVBM 68 42 0 04 Dec 2019
A Programmatic and Semantic Approach to Explaining and DebuggingNeural Network Based Object Detectors Edward J. Kim D. Gopinath C. Păsăreanu Sanjit A. Seshia 47 26 0 01 Dec 2019
Interpreting Deep Learning Features for Myoelectric Control: A Comparison with Handcrafted Features Ulysse Côté-Allard Evan Campbell A. Phinyomark François Laviolette Benoit Gosselin Erik J. Scheme 55 95 0 30 Nov 2019
Sanity Checks for Saliency Metrics Richard J. Tomsett Daniel Harborne Supriyo Chakraborty Prudhvi K. Gurram Alun D. Preece XAI 119 170 0 29 Nov 2019
Weakly Supervised Cell Instance Segmentation by Propagating from Detection Response Kazuya Nishimura Dai Fei Elmer Ker Ryoma Bise 101 40 0 29 Nov 2019
Analysis of Explainers of Black Box Deep Neural Networks for Computer Vision: A Survey Vanessa Buhrmester David Münch Michael Arens MLAU FaML XAI AAML 114 367 0 27 Nov 2019
Exploring Frequency Domain Interpretation of Convolutional Neural Networks Zhongfan Jia Chenglong Bao Kaisheng Ma FAtt 36 1 0 27 Nov 2019
Efficient Saliency Maps for Explainable AI T. Nathan Mundhenk Barry Y. Chen Gerald Friedland XAI FAtt 70 77 0 26 Nov 2019
Improving Feature Attribution through Input-specific Network Pruning Ashkan Khakzar Soroosh Baselizadeh Saurabh Khanduja Christian Rupprecht S. T. Kim Nassir Navab FAtt 56 11 0 25 Nov 2019
Forecasting Human-Object Interaction: Joint Prediction of Motor Attention and Actions in First Person Video Miao Liu Siyu Tang Yin Li James M. Rehg EgoV 81 21 0 25 Nov 2019
AOP: An Anti-overfitting Pretreatment for Practical Image-based Plant Diagnosis T. Saikawa Q. H. Cap S. Kagiwada H. Uga Hitoshi Iyatomi 46 17 0 25 Nov 2019
Multi-source Distilling Domain Adaptation Sicheng Zhao Guangzhi Wang Shanghang Zhang Yang Gu Yaxian Li Zhichao Song Pengfei Xu Runbo Hu Hua Chai Kurt Keutzer TTA 102 218 0 22 Nov 2019
Machine: The New Art Connoisseur Yucheng Zhu Yanrong Ji Yueying Zhang Linxin Xu Aven Le Zhou Ellick Chan 28 4 0 22 Nov 2019
Robust Conditional GAN from Uncertainty-Aware Pairwise Comparisons Ligong Han Ruijiang Gao Mun Kim Xin Tao Bo Liu Dimitris N. Metaxas 52 14 0 21 Nov 2019
Unified Multifaceted Feature Learning for Person Re-Identification Cheng Yan Guansong Pang Xiao Bai Chunhua Shen CVBM 26 0 0 20 Nov 2019
Generate (non-software) Bugs to Fool Classifiers Hiromu Yakura Youhei Akimoto Jun Sakuma AAML 47 10 0 20 Nov 2019
Explanation vs Attention: A Two-Player Game to Obtain Attention for VQA Badri N. Patro Anupriy Vinay P. Namboodiri AAML FAtt 85 26 0 19 Nov 2019
Attention Guided Anomaly Localization in Images Shashanka Venkataramanan Kuan-Chuan Peng Rajat Vikram Singh Abhijit Mahalanobis 98 22 0 19 Nov 2019
Visualization approach to assess the robustness of neural networks for medical image classification Elina Thibeau-Sutre O. Colliot Didier Dormont Ninon Burgos 55 15 0 19 Nov 2019
Enhancing the Extraction of Interpretable Information for Ischemic Stroke Imaging from Deep Neural Networks Erico Tjoa Heng Guo Yuhao Lu Cuntai Guan FAtt 30 5 0 19 Nov 2019
Revealing Perceptible Backdoors, without the Training Set, via the Maximum Achievable Misclassification Fraction Statistic Zhen Xiang David J. Miller Hang Wang G. Kesidis AAML 79 9 0 18 Nov 2019
NeuronInspect: Detecting Backdoors in Neural Networks via Output Explanations Xijie Huang M. Alzantot Mani B. Srivastava AAML 86 106 0 18 Nov 2019
Towards Visually Explaining Variational Autoencoders Wenqian Liu Runze Li Meng Zheng Srikrishna Karanam Ziyan Wu B. Bhanu Richard J. Radke Mario Sznaier 171 219 0 18 Nov 2019
Improve CAM with Auto-adapted Segmentation and Co-supervised Augmentation Ziyi Kou Guofeng Cui Shaojie Wang Wentian Zhao Chenliang Xu WSOL 115 1 0 17 Nov 2019
Adversarial Examples in Modern Machine Learning: A Review R. Wiyatno Anqi Xu Ousmane Amadou Dia A. D. Berker AAML 127 105 0 13 Nov 2019
Pose Guided Attention for Multi-label Fashion Image Classification Beatriz Quintino Ferreira João Paulo Costeira R. Sousa Liangyan Gui J. P. Gomes 46 22 0 12 Nov 2019
Recognizing Facial Expressions of Occluded Faces using Convolutional Neural Networks Mariana-Iuliana Georgescu Radu Tudor Ionescu CVBM 68 21 0 12 Nov 2019
Visualizing and Understanding Self-attention based Music Tagging Minz Won Sanghyuk Chun Xavier Serra 17 3 0 11 Nov 2019
Interpretable Self-Attention Temporal Reasoning for Driving Behavior Understanding Yi-Chieh Liu Yung-An Hsieh Min-Hung Chen Chao-Han Huck Yang Jesper N. Tegnér Y. Tsai 78 19 0 06 Nov 2019
XDeep: An Interpretation Tool for Deep Neural Networks Fan Yang Zijian Zhang Haofan Wang Yuening Li Helen Zhou XAI HAI 29 2 0 04 Nov 2019
Explanation by Progressive Exaggeration Sumedha Singla Brian Pollack Junxiang Chen Kayhan Batmanghelich FAtt MedIm 130 103 0 01 Nov 2019
TAB-VCR: Tags and Attributes based Visual Commonsense Reasoning Baselines Jingxiang Lin Unnat Jain Alex Schwing LRM ReLM 97 9 0 31 Oct 2019