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"

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Title
Optimism in the Face of Adversity: Understanding and Improving Deep Learning through Adversarial Robustness Guillermo Ortiz-Jiménez Apostolos Modas Seyed-Mohsen Moosavi-Dezfooli P. Frossard AAML 41 48 0 19 Oct 2020
LID 2020: The Learning from Imperfect Data Challenge Results Yunchao Wei Shuai Zheng Ming-Ming Cheng Hang Zhao Liwei Wang ... Zhendong Wang Zhenyuan Chen Chen Gong Huanqing Yan Jun He 37 6 0 17 Oct 2020
Input-Aware Dynamic Backdoor Attack A. Nguyen Anh Tran AAML 33 421 0 16 Oct 2020
Altruist: Argumentative Explanations through Local Interpretations of Predictive Models Ioannis Mollas Nick Bassiliades Grigorios Tsoumakas 21 13 0 15 Oct 2020
Learning Propagation Rules for Attribution Map Generation Yiding Yang Jiayan Qiu Xiuming Zhang Dacheng Tao Xinchao Wang FAtt 38 17 0 14 Oct 2020
PANDA: Adapting Pretrained Features for Anomaly Detection and Segmentation Tal Reiss Niv Cohen Liron Bergman Yedid Hoshen 24 247 0 12 Oct 2020
PGM-Explainer: Probabilistic Graphical Model Explanations for Graph Neural Networks Minh Nhat Vu My T. Thai BDL 18 328 0 12 Oct 2020
Diptychs of human and machine perceptions Vivien A. Cabannes Thomas Kerdreux L. Thiry 28 0 0 12 Oct 2020
Adaptive Aggregation Networks for Class-Incremental Learning Yaoyao Liu Bernt Schiele Qianru Sun CLL 26 215 0 10 Oct 2020
Permuted AdaIN: Reducing the Bias Towards Global Statistics in Image Classification Oren Nuriel Sagie Benaim Lior Wolf 30 88 0 09 Oct 2020
Computational analysis of pathological image enables interpretable prediction for microsatellite instability Jin Zhu Wangwei Wu Yuting Zhang Shiyun Lin Yukang Jiang Rui-Feng Liu Xueqin Wang 23 10 0 07 Oct 2020
Rotate to Attend: Convolutional Triplet Attention Module Diganta Misra Trikay Nalamada Ajay Uppili Arasanipalai Qibin Hou ViT 3DPC 22 579 0 06 Oct 2020
A Data Set and a Convolutional Model for Iconography Classification in Paintings Federico Milani Piero Fraternali 27 50 0 06 Oct 2020
Visualizing Color-wise Saliency of Black-Box Image Classification Models Yuhki Hatakeyama Hiroki Sakuma Yoshinori Konishi Kohei Suenaga FAtt 32 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 30 30 0 30 Sep 2020
Accurate and Robust Feature Importance Estimation under Distribution Shifts Jayaraman J. Thiagarajan V. Narayanaswamy Rushil Anirudh P. Bremer A. Spanias OOD 21 9 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 32 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 38 544 0 28 Sep 2020
PERF-Net: Pose Empowered RGB-Flow Net Yinxiao Li Zhichao Lu Xuehan Xiong Jonathan Huang 3DH 45 17 0 28 Sep 2020
Interventional Few-Shot Learning Zhongqi Yue Hanwang Zhang Qianru Sun Xiansheng Hua 28 225 0 28 Sep 2020
Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect Kaihua Tang Jianqiang Huang Hanwang Zhang CML 25 438 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 34 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 33 155 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 23 114 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 25 27 0 18 Sep 2020
Review: Deep Learning in Electron Microscopy Jeffrey M. Ede 44 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 35 27 0 16 Sep 2020
Beyond Individualized Recourse: Interpretable and Interactive Summaries of Actionable Recourses Kaivalya Rawal Himabindu Lakkaraju 29 11 0 15 Sep 2020
Light Can Hack Your Face! Black-box Backdoor Attack on Face Recognition Systems Haoliang Li Yufei Wang Xiaofei Xie Yang Liu Shiqi Wang Renjie Wan Lap-Pui Chau City University of Hong Kong AAML 24 32 0 15 Sep 2020
Contrastive Cross-site Learning with Redesigned Net for COVID-19 CT Classification Zhao Wang Quande Liu Qi Dou OOD 24 162 0 15 Sep 2020
Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal Mixup Jang-Hyun Kim Wonho Choo Hyun Oh Song AAML 30 382 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 29 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 22 25 0 15 Sep 2020
SCOUTER: Slot Attention-based Classifier for Explainable Image Recognition Liangzhi Li Bowen Wang Manisha Verma Yuta Nakashima R. Kawasaki Hajime Nagahara OCL 23 49 0 14 Sep 2020
Accelerating COVID-19 Differential Diagnosis with Explainable Ultrasound Image Analysis Jannis Born Nina Wiedemann G. Brändle Charlotte Buhre Bastian Rieck Karsten Borgwardt 36 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 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 26 216 0 21 Aug 2020
iCaps: An Interpretable Classifier via Disentangled Capsule Networks Dahuin Jung Jonghyun Lee Jihun Yi Sungroh Yoon 33 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 14 19 0 16 Aug 2020
Abstracting Deep Neural Networks into Concept Graphs for Concept Level Interpretability Avinash Kori Parth Natekar Ganapathy Krishnamurthi Balaji Srinivasan 26 8 0 14 Aug 2020
Survey of XAI in digital pathology Milda Pocevičiūtė Gabriel Eilertsen Claes Lundström 14 56 0 14 Aug 2020