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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
Use of a Capsule Network to Detect Fake Images and Videos H. Nguyen Junichi Yamagishi Isao Echizen 64 189 0 28 Oct 2019
Deep causal representation learning for unsupervised domain adaptation Raha Moraffah Kai Shu A. Raglin Huan Liu CML OOD 94 11 0 28 Oct 2019
Input-Cell Attention Reduces Vanishing Saliency of Recurrent Neural Networks Aya Abdelsalam Ismail Mohamed K. Gunady L. Pessoa H. C. Bravo Soheil Feizi AI4TS 98 50 0 27 Oct 2019
Occlusions for Effective Data Augmentation in Image Classification Ruth C. Fong Andrea Vedaldi 77 20 0 23 Oct 2019
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI Alejandro Barredo Arrieta Natalia Díaz Rodríguez Javier Del Ser Adrien Bennetot Siham Tabik ... S. Gil-Lopez Daniel Molina Richard Benjamins Raja Chatila Francisco Herrera XAI 169 6,366 0 22 Oct 2019
Recovering Localized Adversarial Attacks Jan Philip Göpfert H. Wersing Barbara Hammer AAML FAtt 11 4 0 21 Oct 2019
Contextual Prediction Difference Analysis for Explaining Individual Image Classifications Jindong Gu Volker Tresp FAtt 47 8 0 21 Oct 2019
Understanding Deep Networks via Extremal Perturbations and Smooth Masks Ruth C. Fong Mandela Patrick Andrea Vedaldi AAML 103 421 0 18 Oct 2019
Making Third Person Techniques Recognize First-Person Actions in Egocentric Videos Sagar Verma Pravin Nagar Divam Gupta Chetan Arora EgoV 33 12 0 17 Oct 2019
Reinforced Bit Allocation under Task-Driven Semantic Distortion Metrics Jun Shi Zhibo Chen 56 12 0 16 Oct 2019
Iterative Augmentation of Visual Evidence for Weakly-Supervised Lesion Localization in Deep Interpretability Frameworks: Application to Color Fundus Images C. González-Gonzalo B. Liefers Bram van Ginneken C. I. Sánchez MedIm 87 30 0 16 Oct 2019
Finding New Diagnostic Information for Detecting Glaucoma using Neural Networks Erfan Noury Suria S. Mannil R. Chang A. Ran C. Cheung ... M. Riyazuddin Dolly Chang Sriharsha Nagaraj Clement C. Tham R. Zadeh 44 3 0 14 Oct 2019
Granular Multimodal Attention Networks for Visual Dialog Badri N. Patro Shivansh Patel Vinay P. Namboodiri 109 1 0 13 Oct 2019
How are attributes expressed in face DCNNs? Prithviraj Dhar Ankan Bansal Carlos D. Castillo Joshua Gleason P. Phillips Rama Chellappa CVBM 81 29 0 12 Oct 2019
Drop to Adapt: Learning Discriminative Features for Unsupervised Domain Adaptation Seung-Min Lee Dongwan Kim Namil Kim Seong-Gyun Jeong TTA OOD 54 181 0 12 Oct 2019
AI for Explaining Decisions in Multi-Agent Environments Sarit Kraus A. Azaria J. Fiosina Maike Greve Noam Hazon L. Kolbe Tim-Benjamin Lembcke J. P. Müller Sören Schleibaum M. Vollrath 66 40 0 10 Oct 2019
Explaining image classifiers by removing input features using generative models Chirag Agarwal Anh Totti Nguyen FAtt 100 15 0 09 Oct 2019
A Deep Learning Framework for Detection of Targets in Thermal Images to Improve Firefighting Manish Bhattarai Manel Martínez-Ramón AI4CE 46 37 0 08 Oct 2019
Learning Navigation by Visual Localization and Trajectory Prediction Iulia Paraicu Marius Leordeanu SSL LLMSV 23 1 0 07 Oct 2019
Label-PEnet: Sequential Label Propagation and Enhancement Networks for Weakly Supervised Instance Segmentation Weifeng Ge Sheng Guo Weilin Huang Matthew R. Scott 100 50 0 07 Oct 2019
Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks Mehdi Neshat Zifan Wang Bradley Alexander Fan Yang Zijian Zhang Sirui Ding Markus Wagner Helen Zhou FAtt 111 1,075 0 03 Oct 2019
Role of Spatial Context in Adversarial Robustness for Object Detection Aniruddha Saha Akshayvarun Subramanya Koninika Patil Hamed Pirsiavash ObjD AAML 112 54 0 30 Sep 2019
MonoNet: Towards Interpretable Models by Learning Monotonic Features An-phi Nguyen María Rodríguez Martínez FAtt 60 13 0 30 Sep 2019
Interpretations are useful: penalizing explanations to align neural networks with prior knowledge Laura Rieger Chandan Singh W. James Murdoch Bin Yu FAtt 111 215 0 30 Sep 2019
Visual Explanation for Deep Metric Learning Sijie Zhu Taojiannan Yang Chong Chen FAtt 78 35 0 27 Sep 2019
Interpreting Undesirable Pixels for Image Classification on Black-Box Models Sin-Han Kang Hong G Jung Seong-Whan Lee FAtt 50 3 0 27 Sep 2019
Towards Explainable Artificial Intelligence Wojciech Samek K. Müller XAI 90 449 0 26 Sep 2019
Attention Convolutional Binary Neural Tree for Fine-Grained Visual Categorization Ruyi Ji Longyin Wen Libo Zhang Dawei Du Ynajun Wu Chen Zhao Xianglong Liu Feiyue Huang 76 165 0 25 Sep 2019
Multi-scale discriminative Region Discovery for Weakly-Supervised Object Localization Pei Lv Haiyue Yu Junxiao Xue Junjin Cheng Lisha Cui Bing Zhou Mingliang Xu Yezhou Yang WSOL 40 2 0 24 Sep 2019
Hydrocephalus verification on brain magnetic resonance images with deep convolutional neural networks and "transfer learning" technique A. Demyanchuk E. Pushkina N. Russkikh D. Shtokalo S. Mishinov MedIm 107 2 0 23 Sep 2019
Class Activation Map generation by Multiple Level Class Grouping and Orthogonal Constraint Kaixu Huang Fanman Meng Hongliang Li Shuai Chen Qingbo Wu K. Ngan WSOL 49 4 0 21 Sep 2019
Semantically Interpretable Activation Maps: what-where-how explanations within CNNs Diego Marcos Sylvain Lobry D. Tuia FAtt MILM 59 28 0 18 Sep 2019
Class Feature Pyramids for Video Explanation Alexandros Stergiou G. Kapidis Grigorios Kalliatakis C. Chrysoulas R. Poppe R. Veltkamp FAtt 54 19 0 18 Sep 2019
Learning Invariants through Soft Unification Nuri Cingillioglu A. Russo NAI 31 2 0 16 Sep 2019
Learning Spatial Awareness to Improve Crowd Counting Zhi-Qi Cheng Jun-Xiu Li Qi Dai Xiao-Jun Wu Alexander G. Hauptmann 3DPC 65 131 0 16 Sep 2019
X-ToM: Explaining with Theory-of-Mind for Gaining Justified Human Trust Arjun Reddy Akula Changsong Liu Sari Saba-Sadiya Hongjing Lu S. Todorovic J. Chai Song-Chun Zhu 65 18 0 15 Sep 2019
A Full-Image Full-Resolution End-to-End-Trainable CNN Framework for Image Forgery Detection Francesco Marra Diego Gragnaniello L. Verdoliva Giovanni Poggi SupR 49 85 0 15 Sep 2019
Towards Generalizable Deepfake Detection with Locality-aware AutoEncoder Mengnan Du Shiva K. Pentyala Yuening Li Helen Zhou 86 41 0 13 Sep 2019
PDANet: Polarity-consistent Deep Attention Network for Fine-grained Visual Emotion Regression Sicheng Zhao Zizhou Jia Hui Chen Leida Li Guiguang Ding Kurt Keutzer 87 62 0 11 Sep 2019
Probabilistic framework for solving Visual Dialog Badri N. Patro Anupriy Vinay P. Namboodiri BDL 141 13 0 11 Sep 2019
PARN: Position-Aware Relation Networks for Few-Shot Learning Ziyang Wu Yuwei Li Lihua Guo Kui Jia 75 88 0 10 Sep 2019
Universal Physical Camouflage Attacks on Object Detectors Lifeng Huang Chengying Gao Yuyin Zhou Cihang Xie Alan Yuille C. Zou Ning Liu AAML 182 168 0 10 Sep 2019
Multimodal Attention Branch Network for Perspective-Free Sentence Generation A. Magassouba K. Sugiura Hisashi Kawai 45 17 0 10 Sep 2019
Swapped Face Detection using Deep Learning and Subjective Assessment Xinyi Ding Zohreh Raziei Eric C. Larson E. Olinick P. Krueger Michael Hahsler PICV CVBM 78 66 0 10 Sep 2019
NormLime: A New Feature Importance Metric for Explaining Deep Neural Networks Isaac Ahern Adam Noack Luis Guzman-Nateras Dejing Dou Boyang Albert Li Jun Huan FAtt 55 40 0 10 Sep 2019
Adversarial Policy Gradient for Deep Learning Image Augmentation Kaiyang Cheng C. Iriondo Francesco Calivá Justin D. Krogue S. Majumdar V. Pedoia MedIm 74 12 0 09 Sep 2019
Deep Weakly-Supervised Learning Methods for Classification and Localization in Histology Images: A Survey Jérôme Rony Soufiane Belharbi Jose Dolz Ismail Ben Ayed Luke McCaffrey Eric Granger 159 74 0 08 Sep 2019
Explainable Deep Learning for Video Recognition Tasks: A Framework & Recommendations Liam Hiley Alun D. Preece Y. Hicks XAI 34 15 0 07 Sep 2019
One Explanation Does Not Fit All: A Toolkit and Taxonomy of AI Explainability Techniques Vijay Arya Rachel K. E. Bellamy Pin-Yu Chen Amit Dhurandhar Michael Hind ... Karthikeyan Shanmugam Moninder Singh Kush R. Varshney Dennis L. Wei Yunfeng Zhang XAI 76 392 0 06 Sep 2019
DRLViz: Understanding Decisions and Memory in Deep Reinforcement Learning Theo Jaunet Romain Vuillemot Christian Wolf HAI 128 36 0 06 Sep 2019