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
Understanding the Political Ideology of Legislators from Social Media Images Nan Xi Di Ma Marcus Liou Zachary C. Steinert-Threlkeld Jason Anastasopoulos Jungseock Joo 25 52 0 22 Jul 2019
Automatic Radiology Report Generation based on Multi-view Image Fusion and Medical Concept Enrichment Jianbo Yuan Haofu Liao R. Luo Jiebo Luo MedIm 36 193 0 22 Jul 2019
Only Time Can Tell: Discovering Temporal Data for Temporal Modeling Laura Sevilla-Lara Shengxin Cindy Zha Zhicheng Yan Vedanuj Goswami Matt Feiszli Lorenzo Torresani 50 75 0 19 Jul 2019
Multi-Task Regression-based Learning for Autonomous Unmanned Aerial Vehicle Flight Control within Unstructured Outdoor Environments Bruna G. Maciel-Pearson S. Akçay Amir Atapour-Abarghouei Christopher J. Holder T. Breckon 44 33 0 18 Jul 2019
Natural Adversarial Examples Dan Hendrycks Kevin Zhao Steven Basart Jacob Steinhardt D. Song OODD 106 1,428 0 16 Jul 2019
Evaluating Explanation Without Ground Truth in Interpretable Machine Learning Fan Yang Mengnan Du Xia Hu XAI ELM 32 67 0 16 Jul 2019
Deep Multi Label Classification in Affine Subspaces T. Kurmann Pablo Márquez-Neila Sebastian Wolf Raphael Sznitman 15 5 0 10 Jul 2019
ELF: Embedded Localisation of Features in pre-trained CNN Assia Benbihi M. Geist C´edric Pradalier 19 30 0 07 Jul 2019
Generative Counterfactual Introspection for Explainable Deep Learning Shusen Liu B. Kailkhura Donald Loveland Yong Han 25 90 0 06 Jul 2019
A 1d convolutional network for leaf and time series classification Dongyang Kuang AI4TS 23 11 0 28 Jun 2019
Developing an App to interpret Chest X-rays to support the diagnosis of respiratory pathology with Artificial Intelligence A. Elkins F. Freitas V. Sanz 24 10 0 26 Jun 2019
Improving performance of deep learning models with axiomatic attribution priors and expected gradients G. Erion Joseph D. Janizek Pascal Sturmfels Scott M. Lundberg Su-In Lee OOD BDL FAtt 21 80 0 25 Jun 2019
Deep-Learning-Based Aerial Image Classification for Emergency Response Applications Using Unmanned Aerial Vehicles C. Kyrkou T. Theocharides 11 106 0 20 Jun 2019
Automatic estimation of heading date of paddy rice using deep learning Sai Vikas Desai V. Balasubramanian T. Fukatsu S. Ninomiya Wei Guo 19 72 0 19 Jun 2019
Convolutional neural network models for cancer type prediction based on gene expression Milad Mostavi Yu-Chiao Chiu Yufei Huang Yidong Chen MedIm 6 183 0 18 Jun 2019
Image Counterfactual Sensitivity Analysis for Detecting Unintended Bias Emily L. Denton B. Hutchinson Margaret Mitchell Timnit Gebru Andrew Zaldivar CVBM 27 130 0 14 Jun 2019
Instance Segmentation with Point Supervision I. Laradji Negar Rostamzadeh Pedro H. O. Pinheiro David Vazquez Mark Schmidt 3DPC ISeg 25 21 0 14 Jun 2019
Vispi: Automatic Visual Perception and Interpretation of Chest X-rays X. Li Rui Cao D. Zhu 13 20 0 12 Jun 2019
CDPM: Convolutional Deformable Part Models for Semantically Aligned Person Re-identification Kan Wang Changxing Ding Stephen J. Maybank Dacheng Tao 24 28 0 12 Jun 2019
Generation of Multimodal Justification Using Visual Word Constraint Model for Explainable Computer-Aided Diagnosis Hyebin Lee S. T. Kim Yong Man Ro MedIm 29 44 0 10 Jun 2019
Multi-way Encoding for Robustness Donghyun Kim Sarah Adel Bargal Jianming Zhang Stan Sclaroff AAML 18 2 0 05 Jun 2019
Generating Question Relevant Captions to Aid Visual Question Answering Jialin Wu Zeyuan Hu Raymond J. Mooney 31 42 0 03 Jun 2019
Model Agnostic Contrastive Explanations for Structured Data Amit Dhurandhar Tejaswini Pedapati Avinash Balakrishnan Pin-Yu Chen Karthikeyan Shanmugam Ruchi Puri FAtt 25 82 0 31 May 2019
Deep interpretable architecture for plant diseases classification Mohammed Brahimi Said Mahmoudi K. Boukhalfa A. Moussaoui 11 47 0 31 May 2019
ImJoy: an open-source computational platform for the deep learning era Ouyang Wei F. Mueller Martin Hjelmare E. Lundberg C. Zimmer VLM AI4CE 19 116 0 30 May 2019
Dynamic Traffic Scene Classification with Space-Time Coherence Athma Narayanan Isht Dwivedi Behzad Dariush 22 23 0 29 May 2019
Leveraging Latent Features for Local Explanations Ronny Luss Pin-Yu Chen Amit Dhurandhar P. Sattigeri Yunfeng Zhang Karthikeyan Shanmugam Chun-Chen Tu FAtt 54 37 0 29 May 2019
Cross-Domain Transferability of Adversarial Perturbations Muzammal Naseer Salman H. Khan M. H. Khan Fahad Shahbaz Khan Fatih Porikli AAML 33 145 0 28 May 2019
Combating Label Noise in Deep Learning Using Abstention S. Thulasidasan Tanmoy Bhattacharya J. Bilmes Gopinath Chennupati J. Mohd-Yusof NoLa 22 178 0 27 May 2019
Self-Critical Reasoning for Robust Visual Question Answering Jialin Wu Raymond J. Mooney OOD NAI 32 159 0 24 May 2019
Interpreting Adversarially Trained Convolutional Neural Networks Tianyuan Zhang Zhanxing Zhu AAML GAN FAtt 28 158 0 23 May 2019
LapTool-Net: A Contextual Detector of Surgical Tools in Laparoscopic Videos Based on Recurrent Convolutional Neural Networks Babak Namazi G. Sankaranarayanan V. Devarajan 35 13 0 22 May 2019
Deep Drone Racing: From Simulation to Reality with Domain Randomization Antonio Loquercio Elia Kaufmann René Ranftl Alexey Dosovitskiy V. Koltun Davide Scaramuzza 36 209 0 21 May 2019
Testing DNN Image Classifiers for Confusion & Bias Errors Yuchi Tian Ziyuan Zhong Vicente Ordonez Gail E. Kaiser Baishakhi Ray 24 52 0 20 May 2019
What Do Adversarially Robust Models Look At? Takahiro Itazuri Yoshihiro Fukuhara Hirokatsu Kataoka Shigeo Morishima 19 5 0 19 May 2019
How Case Based Reasoning Explained Neural Networks: An XAI Survey of Post-Hoc Explanation-by-Example in ANN-CBR Twins Mark T. Keane Eoin M. Kenny 13 82 0 17 May 2019
Training CNNs with Selective Allocation of Channels Jongheon Jeong Jinwoo Shin CVBM 39 15 0 11 May 2019
Learning Interpretable Features via Adversarially Robust Optimization Ashkan Khakzar Shadi Albarqouni Nassir Navab MedIm FAtt 9 14 0 09 May 2019
Intentional Attention Mask Transformation for Robust CNN Classification Masanari Kimura Masayuki Tanaka OOD 14 0 0 07 May 2019
Intra-clip Aggregation for Video Person Re-identification Takashi Isobe Jian Han Fang Zhu Yali Li Shengjin Wang 35 11 0 05 May 2019
Unsupervised Detection of Distinctive Regions on 3D Shapes Xianzhi Li Lequan Yu Chi-Wing Fu Daniel Cohen-Or Pheng-Ann Heng 3DPC 36 19 0 05 May 2019
Interpretability with Accurate Small Models Abhishek Ghose Balaraman Ravindran 23 1 0 04 May 2019
SCOPS: Self-Supervised Co-Part Segmentation Wei-Chih Hung Varun Jampani Sifei Liu Pavlo Molchanov Ming-Hsuan Yang Jan Kautz 30 139 0 03 May 2019
Directing DNNs Attention for Facial Attribution Classification using Gradient-weighted Class Activation Mapping Xi Yang Bojian Wu Issei Sato Takeo Igarashi CVBM 22 4 0 02 May 2019
Unsupervised Deep Learning by Neighbourhood Discovery Jiabo Huang Qi Dong S. Gong Xiatian Zhu SSL 27 152 0 25 Apr 2019
Detecting inter-sectional accuracy differences in driver drowsiness detection algorithms Mkhuseli Ngxande J. Tapamo Michael G. Burke 30 12 0 23 Apr 2019
You2Me: Inferring Body Pose in Egocentric Video via First and Second Person Interactions Evonne Ng Donglai Xiang Hanbyul Joo Kristen Grauman EgoV 30 91 0 22 Apr 2019
Beyond Explainability: Leveraging Interpretability for Improved Adversarial Learning Devinder Kumar Ibrahim Ben Daya Kanav Vats Jeffery Feng Graham W. Taylor Alexander Wong AAML 19 1 0 21 Apr 2019
Feature Fusion for Online Mutual Knowledge Distillation Jangho Kim Minsung Hyun Inseop Chung Nojun Kwak FedML 28 91 0 19 Apr 2019
Attentive Single-Tasking of Multiple Tasks Kevis-Kokitsi Maninis Ilija Radosavovic Iasonas Kokkinos 77 245 0 18 Apr 2019