Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization

7 October 2016

Ramprasaath R. Selvaraju

Devi Parikh

Papers citing "Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization"

50 / 2,205 papers shown

Title
Visualizing Color-wise Saliency of Black-Box Image Classification Models Yuhki Hatakeyama Hiroki Sakuma Yoshinori Konishi Kohei Suenaga FAtt 22 3 0 06 Oct 2020
Remembering for the Right Reasons: Explanations Reduce Catastrophic Forgetting Sayna Ebrahimi Suzanne Petryk Akash Gokul William Gan Joseph E. Gonzalez Marcus Rohrbach Trevor Darrell CLL 37 45 0 04 Oct 2020
Bounding Boxes Are All We Need: Street View Image Classification via Context Encoding of Detected Buildings Kun Zhao Yongkun Liu Siyuan Hao Shaoxing Lu Hongbin Liu Lijian Zhou 40 20 0 03 Oct 2020
GraphXCOVID: Explainable Deep Graph Diffusion Pseudo-Labelling for Identifying COVID-19 on Chest X-rays Angelica I Aviles-Rivero P. Sellars Carola-Bibiane Schönlieb Nicolas Papadakis DiffM MedIm SSL 24 30 0 30 Sep 2020
Spatial Attention as an Interface for Image Captioning Models P. Sadler 28 0 0 29 Sep 2020
Affect Expression Behaviour Analysis in the Wild using Spatio-Channel Attention and Complementary Context Information Darshan Gera S. Balasubramanian 29 20 0 29 Sep 2020
Where is the Model Looking At?--Concentrate and Explain the Network Attention Wenjia Xu Jiuniu Wang Yang Wang Guangluan Xu Wei Dai Yirong Wu XAI 29 17 0 29 Sep 2020
Medical Image Segmentation Using Deep Learning: A Survey Risheng Wang Tao Lei Xiaogang Du Yong Wan Hongying Meng A. Nandi SSeg OOD 33 544 0 28 Sep 2020
PERF-Net: Pose Empowered RGB-Flow Net Yinxiao Li Zhichao Lu Xuehan Xiong Jonathan Huang 3DH 40 17 0 28 Sep 2020
Interventional Few-Shot Learning Zhongqi Yue Hanwang Zhang Qianru Sun Xiansheng Hua 26 225 0 28 Sep 2020
Automatic Breast Lesion Classification by Joint Neural Analysis of Mammography and Ultrasound Gavriel Habib N. Kiryati M. Sklair-Levy A. Shalmon O. H. Neiman Renata Faermann Weidenfeld Y. Yagil Eli Konen Arnaldo Mayer 11 8 0 23 Sep 2020
What Do You See? Evaluation of Explainable Artificial Intelligence (XAI) Interpretability through Neural Backdoors Yi-Shan Lin Wen-Chuan Lee Z. Berkay Celik XAI 29 93 0 22 Sep 2020
Beyond Triplet Loss: Person Re-identification with Fine-grained Difference-aware Pairwise Loss Cheng Yan Guansong Pang Xiao Bai Jun Zhou Lin Gu 30 155 0 22 Sep 2020
Impact of lung segmentation on the diagnosis and explanation of COVID-19 in chest X-ray images Lucas O. Teixeira R. M. Pereira Diego Bertolini Luiz Eduardo Soares de Oliveira L. Nanni George D. C. Cavalcanti Yandre M. G. Costa 21 114 0 21 Sep 2020
Batch Coherence-Driven Network for Part-aware Person Re-Identification Kan Wang Pengfei Wang Changxing Ding Dacheng Tao 24 22 0 21 Sep 2020
An Enhanced Convolutional Neural Network in Side-Channel Attacks and Its Visualization Minhui Jin Mengce Zheng Honggang Hu Nenghai Yu AAML 11 15 0 18 Sep 2020
Contextual Semantic Interpretability Diego Marcos Ruth C. Fong Sylvain Lobry Rémi Flamary Nicolas Courty D. Tuia SSL 20 27 0 18 Sep 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 34 79 0 17 Sep 2020
Captum: A unified and generic model interpretability library for PyTorch Narine Kokhlikyan Vivek Miglani Miguel Martin Edward Wang B. Alsallakh ... Alexander Melnikov Natalia Kliushkina Carlos Araya Siqi Yan Orion Reblitz-Richardson FAtt 29 822 0 16 Sep 2020
Domain-invariant Similarity Activation Map Contrastive Learning for Retrieval-based Long-term Visual Localization Hanjiang Hu Hesheng Wang Zhe Liu Weidong Chen 32 27 0 16 Sep 2020
Beyond Individualized Recourse: Interpretable and Interactive Summaries of Actionable Recourses Kaivalya Rawal Himabindu Lakkaraju 27 11 0 15 Sep 2020
Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification Zhao Wang Quande Liu Qi Dou OOD 19 162 0 15 Sep 2020
Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal Mixup Jang-Hyun Kim Wonho Choo Hyun Oh Song AAML 28 381 0 15 Sep 2020
The FaceChannel: A Fast & Furious Deep Neural Network for Facial Expression Recognition Pablo V. A. Barros Nikhil Churamani A. Sciutti CVBM 21 38 0 15 Sep 2020
A Visual Analytics Framework for Explaining and Diagnosing Transfer Learning Processes Yuxin Ma Arlen Fan Jingrui He A. R. Nelakurthi Ross Maciejewski 12 25 0 15 Sep 2020
Accelerating COVID-19 Differential Diagnosis with Explainable Ultrasound Image Analysis Jannis Born Nina Wiedemann G. Brändle Charlotte Buhre Bastian Alexander Rieck Karsten M. Borgwardt 34 45 0 13 Sep 2020
Interactive Visual Study of Multiple Attributes Learning Model of X-Ray Scattering Images Xinyi Huang Suphanut Jamonnak Ye Zhao Boyu Wang Minh Hoai Kevin Yager Wei-ping Xu 30 5 0 03 Sep 2020
Effective Action Recognition with Embedded Key Point Shifts Haozhi Cao Yuecong Xu Jianfei Yang K. Mao Jianxiong Yin Simon See 15 7 0 26 Aug 2020
A Survey of Visual Analytics Techniques for Machine Learning Jun Yuan Changjian Chen Weikai Yang Mengchen Liu Jiazhi Xia Shixia Liu 21 216 0 21 Aug 2020
iCaps: An Interpretable Classifier via Disentangled Capsule Networks Dahuin Jung Jonghyun Lee Jihun Yi Sungroh Yoon 28 12 0 20 Aug 2020
Spontaneous preterm birth prediction using convolutional neural networks T. Włodarczyk Szymon Płotka Przemyslaw Rokita Nicole Sochacki-Wójcicka J. Wójcicki M. Lipa Tomasz Trzciñski 6 19 0 16 Aug 2020
Survey of XAI in digital pathology Milda Pocevičiūtė Gabriel Eilertsen Claes Lundström 14 56 0 14 Aug 2020
Deep Learning to Quantify Pulmonary Edema in Chest Radiographs Steven Horng Ruizhi Liao Xin Wang Sandeep Dalal Polina Golland Seth Berkowitz 17 36 0 13 Aug 2020
Sharp Multiple Instance Learning for DeepFake Video Detection Xiaodan Li Yining Lang YueFeng Chen Xiaofeng Mao Yuan He Shuhui Wang Hui Xue Quan Lu AAML 35 171 0 11 Aug 2020
An Explainable 3D Residual Self-Attention Deep Neural Network FOR Joint Atrophy Localization and Alzheimer's Disease Diagnosis using Structural MRI Xin Zhang Liangxiu Han Wenyong Zhu Liang Sun Daoqiang Zhang MedIm 16 119 0 10 Aug 2020
Feature Space Augmentation for Long-Tailed Data Peng Chu Xiao Bian Shaopeng Liu Haibin Ling 39 238 0 09 Aug 2020
Axiom-based Grad-CAM: Towards Accurate Visualization and Explanation of CNNs Ruigang Fu Qingyong Hu Xiaohu Dong Yulan Guo Yinghui Gao Biao Li FAtt 24 266 0 05 Aug 2020
Counterfactual Explanation Based on Gradual Construction for Deep Networks Hong G Jung Sin-Han Kang Hee-Dong Kim Dong-Ok Won Seong-Whan Lee OOD FAtt 25 22 0 05 Aug 2020
Explainable Predictive Process Monitoring Musabir Musabayli F. Maggi Williams Rizzi Josep Carmona Chiara Di Francescomarino 14 60 0 04 Aug 2020
Evaluating the performance of the LIME and Grad-CAM explanation methods on a LEGO multi-label image classification task David Cian Jan van Gemert A. Lengyel FAtt 27 22 0 04 Aug 2020
Central object segmentation by deep learning for fruits and other roundish objects M. Fukuda T. Okuno Shinya Yuki 27 13 0 04 Aug 2020
Teacher-Student Training and Triplet Loss for Facial Expression Recognition under Occlusion Mariana-Iuliana Georgescu Radu Tudor Ionescu CVBM 27 25 0 03 Aug 2020
AUTSL: A Large Scale Multi-modal Turkish Sign Language Dataset and Baseline Methods Ozge Mercanoglu Sincan H. Keles SLR 27 168 0 03 Aug 2020
Explainable Face Recognition Jonathan R. Williford Brandon B. May J. Byrne CVBM 16 71 0 03 Aug 2020
Multi-Task Driven Explainable Diagnosis of COVID-19 using Chest X-ray Images Aakarsh Malhotra S. Mittal P. Majumdar S. Chhabra K. Thakral Mayank Vatsa Richa Singh S. Chaudhury Ashwin Pudrod A. Agrawal 27 60 0 03 Aug 2020
Accurate and Efficient Intracranial Hemorrhage Detection and Subtype Classification in 3D CT Scans with Convolutional and Long Short-Term Memory Neural Networks Mihail Burduja Radu Tudor Ionescu N. Verga 27 89 0 01 Aug 2020
Contrastive Explanations in Neural Networks Mohit Prabhushankar Gukyeong Kwon Dogancan Temel Ghassan AlRegib FAtt 8 33 0 01 Aug 2020
Autonomous Navigation in Complex Environments with Deep Multimodal Fusion Network A. Nguyen Ngoc Son Nguyen K. Tran Erman Tjiputra Quang-Dieu Tran 15 39 0 31 Jul 2020
Weakly-Supervised Cell Tracking via Backward-and-Forward Propagation Kazuya Nishimura Junya Hayashida Chenyang Wang Dai Fei Elmer Ker Ryoma Bise 26 17 0 30 Jul 2020
Weakly Supervised Minirhizotron Image Segmentation with MIL-CAM Guohao Yu A. Zare Weihuang Xu R. Matamala J. Reyes‐Cabrera F. Fritschi T. Juenger 14 12 0 30 Jul 2020