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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
Visualization for Histopathology Images using Graph Convolutional Neural Networks M. Sureka Abhijeet Patil Deepak Anand A. Sethi FAtt GNN MedIm 59 36 0 16 Jun 2020
Interpretable multimodal fusion networks reveal mechanisms of brain cognition Wenxing Hu Xianghe Meng Yuntong Bai Aiying Zhang Biao Cai Gemeng Zhang T. Wilson Julia M. Stephen Vince D. Calhoun Yu-Ping Wang 36 39 0 16 Jun 2020
Momentum Contrastive Learning for Few-Shot COVID-19 Diagnosis from Chest CT Images Xiaocong Chen Lina Yao Tao Zhou Jinming Dong Yu Zhang 79 172 0 16 Jun 2020
How Much Can I Trust You? -- Quantifying Uncertainties in Explaining Neural Networks Kirill Bykov Marina M.-C. Höhne Klaus-Robert Muller Shinichi Nakajima Marius Kloft UQCV FAtt 112 31 0 16 Jun 2020
Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey Arun Das P. Rad XAI 179 607 0 16 Jun 2020
Mitigating Gender Bias in Captioning Systems Ruixiang Tang Mengnan Du Yuening Li Zirui Liu Na Zou Helen Zhou FaML 105 66 0 15 Jun 2020
ICAM: Interpretable Classification via Disentangled Representations and Feature Attribution Mapping Cher Bass Mariana da Silva Carole Sudre Petru-Daniel Tudosiu Stephen M. Smith E. C. Robinson FAtt 53 40 0 15 Jun 2020
Multi-Miner: Object-Adaptive Region Mining for Weakly-Supervised Semantic Segmentation Kuangqi Zhou Qibin Hou Zun Li Jiashi Feng 37 5 0 14 Jun 2020
Hindsight Logging for Model Training Rolando Garcia Eric Liu Vikram Sreekanti Bobby Yan Anusha Dandamudi Joseph E. Gonzalez J. M. Hellerstein Koushik Sen VLM 77 10 0 12 Jun 2020
Learning Effective Representations for Person-Job Fit by Feature Fusion Jun-hai Jiang Songyun Ye Wei Wang Jingran Xu Xia Luo FaML 44 48 0 12 Jun 2020
SegNBDT: Visual Decision Rules for Segmentation Alvin Wan Daniel Ho You Song Henk Tillman Sarah Adel Bargal Joseph E. Gonzalez SSeg 102 6 0 11 Jun 2020
Rethinking Localization Map: Towards Accurate Object Perception with Self-Enhancement Maps Xiaolin Zhang Yunchao Wei Yi Yang Leilei Gan WSOL 79 29 0 09 Jun 2020
Graph-based Visual-Semantic Entanglement Network for Zero-shot Image Recognition Yang Hu Guihua Wen Adriane P. Chapman Pei Yang Mingnan Luo Yingxue Xu Dan Dai Wendy Hall 83 18 0 08 Jun 2020
BS-Net: learning COVID-19 pneumonia severity on a large Chest X-Ray dataset A. Signoroni Mattia Savardi Sergio Benini Nicola Adami R. Leonardi ... F. Vaccher M. Ravanelli A. Borghesi R. Maroldi D. Farina 92 37 0 08 Jun 2020
EnK: Encoding time-information in convolution Avinash Kumar Singh Chin-Teng Lin 19 1 0 07 Jun 2020
UMLS-ChestNet: A deep convolutional neural network for radiological findings, differential diagnoses and localizations of COVID-19 in chest x-rays G. González A. Bustos J. M. Salinas M. Iglesia-Vayá J. Galant Carlos Cano-Espinosa X. Barber Domingo Orozco-Beltrán M. Cazorla A. Pertusa 109 7 0 06 Jun 2020
Black-box Explanation of Object Detectors via Saliency Maps Vitali Petsiuk R. Jain Varun Manjunatha Vlad I. Morariu Ashutosh Mehra Vicente Ordonez Kate Saenko FAtt 66 125 0 05 Jun 2020
Location, location, location: Satellite image-based real-estate appraisal Jan-Peter Kucklick Oliver Müller 30 5 0 04 Jun 2020
XGNN: Towards Model-Level Explanations of Graph Neural Networks Haonan Yuan Jiliang Tang Helen Zhou Shuiwang Ji 105 401 0 03 Jun 2020
Exploration of Interpretability Techniques for Deep COVID-19 Classification using Chest X-ray Images S. Chatterjee Fatima Saad Chompunuch Sarasaen Suhita Ghosh Valerie Krug ... Petia Radeva G. Rose Sebastian Stober Oliver Speck A. Nürnberger 104 26 0 03 Jun 2020
CT-based COVID-19 Triage: Deep Multitask Learning Improves Joint Identification and Severity Quantification M. Goncharov Maxim Pisov A. Shevtsov B. Shirokikh Anvar Kurmukov ... V. Chernina A. Solovev V. Gombolevskiy S. Morozov Mikhail Belyaev OOD 45 76 0 02 Jun 2020
COVIDGR dataset and COVID-SDNet methodology for predicting COVID-19 based on Chest X-Ray images Siham Tabik A. Gómez-Ríos J. L. Martín-Rodríguez I. Sevillano-García M. Rey-Area ... J. Luengo M. A. Valero-González P. García-Villanova E. Olmedo-Sánchez Francisco Herrera 65 272 0 02 Jun 2020
A Comprehensive Study of Data Augmentation Strategies for Prostate Cancer Detection in Diffusion-weighted MRI using Convolutional Neural Networks Ruqian Hao Khashayar Namdar Lin Liu M. Haider Farzad Khalvati MedIm 38 60 0 01 Jun 2020
Explainable Artificial Intelligence: a Systematic Review Giulia Vilone Luca Longo XAI 110 271 0 29 May 2020
Automatic Diagnosis of Pulmonary Embolism Using an Attention-guided Framework: A Large-scale Study Luyao Shi Deepta Rajan Shafiq Abedin Srikar Yellapragada David Beymer E. Dehghan 59 18 0 29 May 2020
Towards Context-Agnostic Learning Using Synthetic Data Charles Jin Martin Rinard OOD 113 1 0 29 May 2020
Exploring Spatial Significance via Hybrid Pyramidal Graph Network for Vehicle Re-identification Fei Shen Jianqing Zhu Xiaobin Zhu Yi Xie Jingchang Huang 82 98 0 29 May 2020
A Performance-Explainability Framework to Benchmark Machine Learning Methods: Application to Multivariate Time Series Classifiers Kevin Fauvel Véronique Masson Elisa Fromont AI4TS 77 17 0 29 May 2020
Not made for each other- Audio-Visual Dissonance-based Deepfake Detection and Localization Komal Chugh Parul Gupta Abhinav Dhall Ramanathan Subramanian 92 174 0 29 May 2020
Multimodal Feature Fusion and Knowledge-Driven Learning via Experts Consult for Thyroid Nodule Classification D. Avola Luigi Cinque Alessio Fagioli S. Filetti G. Grani Emanuele Rodolà 63 39 0 28 May 2020
Explainable deep learning models in medical image analysis Amitojdeep Singh S. Sengupta Vasudevan Lakshminarayanan XAI 97 502 0 28 May 2020
Explaining Neural Networks by Decoding Layer Activations Johannes Schneider Michalis Vlachos AI4CE 86 15 0 27 May 2020
Local Motion Planner for Autonomous Navigation in Vineyards with a RGB-D Camera-Based Algorithm and Deep Learning Synergy Diego Aghi Vittorio Mazzia Marcello Chiaberge 51 53 0 26 May 2020
Integrating Deep Learning into CAD/CAE System: Generative Design and Evaluation of 3D Conceptual Wheel Soyoung Yoo Sunghee Lee Seongsin Kim Kwang Hyeon Hwang Jong Ho Park Namwoo Kang AI4CE 57 110 0 25 May 2020
Rethinking of Pedestrian Attribute Recognition: Realistic Datasets with Efficient Method Jian Jia Houjing Huang Wenjie Yang Xiaotang Chen Kaiqi Huang 88 44 0 25 May 2020
One-Shot Unsupervised Cross-Domain Detection A. DÍnnocente Francesco Cappio Borlino S. Bucci Barbara Caputo Tatiana Tommasi ObjD 74 33 0 23 May 2020
Revisiting Street-to-Aerial View Image Geo-localization and Orientation Estimation Sijie Zhu Taojiannan Yang Chong Chen 64 61 0 23 May 2020
Deep Learning for Reliable Classification of COVID-19, MERS, and SARS from Chest X-Ray Images Anas Tahir Yazan Qiblawey Amith Khandakar Tawsifur Rahman U. Khurshid F. Musharavati M. T. Islam S. Kiranyaz M. Chowdhury 92 50 0 23 May 2020
Focus Longer to See Better:Recursively Refined Attention for Fine-Grained Image Classification Prateek Shroff Tianlong Chen Yunchao Wei Zhangyang Wang 36 12 0 22 May 2020
Interpretable and Accurate Fine-grained Recognition via Region Grouping Zixuan Huang Yin Li 81 141 0 21 May 2020
The Skincare project, an interactive deep learning system for differential diagnosis of malignant skin lesions. Technical Report Daniel Sonntag Fabrizio Nunnari H. Profitlich 66 12 0 19 May 2020
Large Margin Mechanism and Pseudo Query Set on Cross-Domain Few-Shot Learning Jia-Fong Yeh Hsin-Ying Lee Bing-Chen Tsai Yi-Rong Chen Ping Huang Winston H. Hsu 75 14 0 19 May 2020
Retrieving and Highlighting Action with Spatiotemporal Reference Seito Kasai Yuchi Ishikawa Masaki Hayashi Y. Aoki Kensho Hara Hirokatsu Kataoka 90 0 0 19 May 2020
Local and Global Explanations of Agent Behavior: Integrating Strategy Summaries with Saliency Maps Tobias Huber Katharina Weitz Elisabeth André Ofra Amir FAtt 77 67 0 18 May 2020
Hierarchical and Efficient Learning for Person Re-Identification Jiangning Zhang Lu Liu Chao Xu Yong Liu 3DH 21 3 0 18 May 2020
Single-participant structural connectivity matrices lead to greater accuracy in classification of participants than function in autism in MRI M. Leming S. Baron-Cohen J. Suckling 6 0 0 16 May 2020
Project RISE: Recognizing Industrial Smoke Emissions Yen-Chia Hsu Ting-Hao 'Kenneth' Huang Ting-Yao Hu P. Dille Sean Prendi Ryan N. Hoffman Anastasia Tsuhlares Jessica Pachuta Randy Sargent I. Nourbakhsh 58 19 0 13 May 2020
3D Face Anti-spoofing with Factorized Bilinear Coding Shan Jia Xin Li Chuanbo Hu G. Guo Zhengquan Xu CVBM AAML 94 50 0 12 May 2020
Incremental Learning for End-to-End Automatic Speech Recognition Li Fu Xiaoxiao Li Libo Zi Zhengchen Zhang Youzheng Wu Xiaodong He Bowen Zhou CLL 92 23 0 11 May 2020
Attentional Bottleneck: Towards an Interpretable Deep Driving Network Jinkyu Kim Mayank Bansal 94 13 0 08 May 2020