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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
Tailored Uncertainty Estimation for Deep Learning Systems Joachim Sicking Maram Akila Jan David Schneider Fabian Hüger Peter Schlicht Tim Wirtz Stefan Wrobel UQCV 74 2 0 29 Apr 2022
One Model to Synthesize Them All: Multi-contrast Multi-scale Transformer for Missing Data Imputation Jiang Liu Srivathsa Pasumarthi B. Duffy Enhao Gong Keshav Datta Greg Zaharchuk ViT MedIm 89 64 0 28 Apr 2022
An Explainable Regression Framework for Predicting Remaining Useful Life of Machines Talhat Khan Kashif Ahmad Jebran Khan Imran Khan Nasir Ahmad 103 13 0 28 Apr 2022
Detecting Backdoor Poisoning Attacks on Deep Neural Networks by Heatmap Clustering Lukas Schulth Christian Berghoff Matthias Neu AAML 61 5 0 27 Apr 2022
Causal Transportability for Visual Recognition Chengzhi Mao K. Xia James Wang Hongya Wang Junfeng Yang Elias Bareinboim Carl Vondrick CML OOD BDL 103 35 0 26 Apr 2022
Unsupervised Learning of Unbiased Visual Representations C. Barbano Enzo Tartaglione Marco Grangetto SSL CML OOD 83 1 0 26 Apr 2022
OCFormer: One-Class Transformer Network for Image Classification Prerana Mukherjee C. Roy Swalpa Kumar Roy ViT 46 1 0 25 Apr 2022
Surpassing the Human Accuracy: Detecting Gallbladder Cancer from USG Images with Curriculum Learning Soumen Basu Mayank Gupta Pratyaksha Rana Pankaj Gupta Chetan Arora 64 32 0 25 Apr 2022
Grad-SAM: Explaining Transformers via Gradient Self-Attention Maps Oren Barkan Edan Hauon Avi Caciularu Ori Katz Itzik Malkiel Omri Armstrong Noam Koenigstein 88 40 0 23 Apr 2022
Reinforced Causal Explainer for Graph Neural Networks Xiang Wang Y. Wu An Zhang Fuli Feng Xiangnan He Tat-Seng Chua CML 122 47 0 23 Apr 2022
Locally Aggregated Feature Attribution on Natural Language Model Understanding Shenmin Zhang Jin Wang Haitao Jiang Rui Song FAtt 65 3 0 22 Apr 2022
Enhancing the Transferability via Feature-Momentum Adversarial Attack Xianglong He Yuezun Li Haipeng Qu Junyu Dong AAML 31 1 0 22 Apr 2022
DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis F. Haghighi M. Taher Michael B. Gotway Jianming Liang MedIm 99 72 0 21 Apr 2022
Perception Visualization: Seeing Through the Eyes of a DNN Loris Giulivi Mark J. Carman Giacomo Boracchi 79 6 0 21 Apr 2022
Backdooring Explainable Machine Learning Maximilian Noppel Lukas Peter Christian Wressnegger AAML 79 5 0 20 Apr 2022
Attention in Attention: Modeling Context Correlation for Efficient Video Classification Y. Hao Shuo Wang P. Cao Xinjian Gao Tong Xu Jinmeng Wu Xiangnan He 93 41 0 20 Apr 2022
A Tour of Visualization Techniques for Computer Vision Datasets B. Alsallakh P. Bhattacharya V. Feng Narine Kokhlikyan Orion Reblitz-Richardson Rahul Rajan David Yan 47 3 0 19 Apr 2022
VQGAN-CLIP: Open Domain Image Generation and Editing with Natural Language Guidance Katherine Crowson Stella Biderman Daniel Kornis Dashiell Stander Eric Hallahan Louis Castricato Edward Raff CLIP 149 381 0 18 Apr 2022
Learning Compositional Representations for Effective Low-Shot Generalization Samarth Mishra Pengkai Zhu Venkatesh Saligrama OCL 56 3 0 17 Apr 2022
Visual Attention Methods in Deep Learning: An In-Depth Survey Mohammed Hassanin Saeed Anwar Ibrahim Radwan Fahad Shahbaz Khan Ajmal Mian 121 166 0 16 Apr 2022
Semantic interpretation for convolutional neural networks: What makes a cat a cat? Haonan Xu Yuntian Chen Dongxiao Zhang FAtt 61 3 0 16 Apr 2022
Measuring Compositional Consistency for Video Question Answering Mona Gandhi Mustafa Omer Gul Eva Prakash Madeleine Grunde-McLaughlin Ranjay Krishna Maneesh Agrawala CoGe 87 16 0 14 Apr 2022
Explainable Analysis of Deep Learning Methods for SAR Image Classification Sheng Su Ziteng Cui Weiwei Guo Zenghui Zhang Wenxian Yu XAI 65 12 0 14 Apr 2022
ViTOL: Vision Transformer for Weakly Supervised Object Localization Saurav Gupta Sourav Lakhotia Abhay Rawat Rahul Tallamraju WSOL 69 21 0 14 Apr 2022
OccAM's Laser: Occlusion-based Attribution Maps for 3D Object Detectors on LiDAR Data David Schinagl Georg Krispel Horst Possegger P. Roth Horst Bischof 3DPC 60 19 0 13 Apr 2022
Local Feature Swapping for Generalization in Reinforcement Learning David Bertoin Emmanuel Rachelson OOD 74 15 0 13 Apr 2022
Defensive Patches for Robust Recognition in the Physical World Jiakai Wang Zixin Yin Pengfei Hu Aishan Liu Renshuai Tao Haotong Qin Xianglong Liu Dacheng Tao AAML 73 30 0 13 Apr 2022
Baseline Computation for Attribution Methods Based on Interpolated Inputs Miguel A. Lerma Mirtha Lucas 13 0 0 13 Apr 2022
ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension Sanjay Subramanian William Merrill Trevor Darrell Matt Gardner Sameer Singh Anna Rohrbach ObjD 114 128 0 12 Apr 2022
VisCUIT: Visual Auditor for Bias in CNN Image Classifier Seongmin Lee Zijie J. Wang Judy Hoffman Duen Horng Chau 69 11 0 12 Apr 2022
Multi-View Hypercomplex Learning for Breast Cancer Screening Eleonora Lopez Eleonora Grassucci Martina Valleriani Danilo Comminiello 103 8 0 12 Apr 2022
Physically Disentangled Representations Tzofi Klinghoffer Kushagra Tiwary Arkadiusz Balata Vivek Sharma Ramesh Raskar 3DV OCL CoGe DRL 58 1 0 11 Apr 2022
Segmentation-Consistent Probabilistic Lesion Counting Julien Schroeter Chelsea Myers-Colet Douglas L. Arnold Tal Arbel MedIm 67 2 0 11 Apr 2022
No Token Left Behind: Explainability-Aided Image Classification and Generation Roni Paiss Hila Chefer Lior Wolf VLM 89 29 0 11 Apr 2022
Explaining Deep Convolutional Neural Networks via Latent Visual-Semantic Filter Attention Yu Yang Seung Wook Kim Jungseock Joo FAtt 61 17 0 10 Apr 2022
On the Exploitation of Deepfake Model Recognition Luca Guarnera O. Giudice Matthias Niessner Sebastiano Battiato 57 19 0 09 Apr 2022
Frequency Selective Augmentation for Video Representation Learning Jinhyung Kim Taeoh Kim Minho Shim Dongyoon Han Dongyoon Wee Junmo Kim AI4TS 89 4 0 08 Apr 2022
Multi-objective optimization determines when, which and how to fuse deep networks: an application to predict COVID-19 outcomes V. Guarrasi Paolo Soda 48 23 0 07 Apr 2022
Total Variation Optimization Layers for Computer Vision Raymond A. Yeh Yuan-Ting Hu Zhongzheng Ren Alex Schwing 53 14 0 07 Apr 2022
Follow My Eye: Using Gaze to Supervise Computer-Aided Diagnosis Sheng Wang Xi Ouyang Tianming Liu Qian Wang Dinggang Shen MedIm 80 67 0 06 Apr 2022
Predicting and Explaining Mobile UI Tappability with Vision Modeling and Saliency Analysis E. Schoop Xin Zhou Gang Li Zhourong Chen Björn Hartmann Yang Li HAI FAtt 87 34 0 05 Apr 2022
Attention Distraction: Watermark Removal Through Continual Learning with Selective Forgetting Qi Zhong L. Zhang Shengshan Hu Longxiang Gao Jun Zhang Yang Xiang WIGM AAML 79 5 0 05 Apr 2022
ConceptExplainer: Interactive Explanation for Deep Neural Networks from a Concept Perspective Jinbin Huang Aditi Mishra Bum Chul Kwon Chris Bryan FAtt HAI 123 33 0 04 Apr 2022
Joint Hand Motion and Interaction Hotspots Prediction from Egocentric Videos Shao-Wei Liu Subarna Tripathi Somdeb Majumdar Xiaolong Wang EgoV 102 97 0 04 Apr 2022
On Explaining Multimodal Hateful Meme Detection Models Ming Shan Hee Roy Ka-wei Lee Wen-Haw Chong VLM 107 41 0 04 Apr 2022
Analyzing the Effects of Handling Data Imbalance on Learned Features from Medical Images by Looking Into the Models Ashkan Khakzar Yawei Li Yang Zhang Mirac Sanisoglu Seong Tae Kim Mina Rezaei Bernd Bischl Nassir Navab 55 0 0 04 Apr 2022
REM: Routing Entropy Minimization for Capsule Networks Riccardo Renzulli Enzo Tartaglione Marco Grangetto 52 4 0 04 Apr 2022
Attribute Prototype Network for Any-Shot Learning Wenjia Xu Yongqin Xian Jiuniu Wang Bernt Schiele Zeynep Akata VLM 82 39 0 04 Apr 2022
Revisiting a kNN-based Image Classification System with High-capacity Storage K. Nakata Youyang Ng Daisuke Miyashita A. Maki Yu Lin J. Deguchi 90 26 0 03 Apr 2022
Class-Incremental Learning by Knowledge Distillation with Adaptive Feature Consolidation Minsoo Kang Jaeyoo Park Bohyung Han CLL 103 188 0 02 Apr 2022