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 / 4,480 papers shown

Title
SensitiveLoss: Improving Accuracy and Fairness of Face Representations with Discrimination-Aware Deep Learning Ignacio Serna Aythami Morales Julian Fierrez Manuel Cebrian Nick Obradovich Iyad Rahwan FaML CVBM 30 73 0 22 Apr 2020
Perturb More, Trap More: Understanding Behaviors of Graph Neural Networks Chaojie Ji Ruxin Wang Hongyan Wu 31 7 0 21 Apr 2020
AMC-Loss: Angular Margin Contrastive Loss for Improved Explainability in Image Classification Hongjun Choi Anirudh Som Pavan Turaga 12 24 0 21 Apr 2020
Occluded Prohibited Items Detection: an X-ray Security Inspection Benchmark and De-occlusion Attention Module Yanlu Wei Renshuai Tao Jay Zhangjie Wu Yuqing Ma Libo Zhang Xianglong Liu 19 183 0 18 Apr 2020
SCOUT: Self-aware Discriminant Counterfactual Explanations Pei Wang Nuno Vasconcelos FAtt 30 81 0 16 Apr 2020
DeepFakes Evolution: Analysis of Facial Regions and Fake Detection Performance Ruben Tolosana Sergio Romero-Tapiador Julian Fierrez R. Vera-Rodríguez CVBM 21 90 0 16 Apr 2020
Iteratively Pruned Deep Learning Ensembles for COVID-19 Detection in Chest X-rays S. Rajaraman Jenifer Siegelman P. Alderson Lucas S. Folio L. Folio Sameer Kiran Antani 16 265 0 16 Apr 2020
Explaining Regression Based Neural Network Model Mégane Millan Catherine Achard FAtt 24 3 0 15 Apr 2020
Distilling Localization for Self-Supervised Representation Learning Nanxuan Zhao Zhirong Wu Rynson W. H. Lau Stephen Lin SSL 27 56 0 14 Apr 2020
InsideBias: Measuring Bias in Deep Networks and Application to Face Gender Biometrics Ignacio Serna Alejandro Peña Aythami Morales Julian Fierrez CVBM 22 61 0 14 Apr 2020
The Devil is in the Details: Self-Supervised Attention for Vehicle Re-Identification Pirazh Khorramshahi Neehar Peri Jun-Cheng Chen Rama Chellappa 21 135 0 14 Apr 2020
PatchAttack: A Black-box Texture-based Attack with Reinforcement Learning Chenglin Yang Adam Kortylewski Cihang Xie Yinzhi Cao Alan Yuille AAML 45 109 0 12 Apr 2020
Interpreting Deep Neural Networks for Single-Lead ECG Arrhythmia Classification S. Vijayarangan Balamurali Murugesan Vignesh Ravichandran P. PreejithS. J. Joseph M. Sivaprakasam FAtt 15 29 0 11 Apr 2020
Multi-Granularity Canonical Appearance Pooling for Remote Sensing Scene Classification Shidong Wang Yu Guan Ling Shao 25 97 0 09 Apr 2020
COVID-MobileXpert: On-Device COVID-19 Patient Triage and Follow-up using Chest X-rays Xin Li Chengyin Li D. Zhu 29 79 0 06 Apr 2020
BiSeNet V2: Bilateral Network with Guided Aggregation for Real-time Semantic Segmentation Changqian Yu Changxin Gao Jingbo Wang Gang Yu Chunhua Shen Nong Sang SSeg 39 1,178 0 05 Apr 2020
Attribution in Scale and Space Shawn Xu Subhashini Venugopalan Mukund Sundararajan FAtt BDL 14 71 0 03 Apr 2020
Under the Hood of Neural Networks: Characterizing Learned Representations by Functional Neuron Populations and Network Ablations Richard Meyes Constantin Waubert de Puiseau Andres Felipe Posada-Moreno Tobias Meisen AI4CE 30 21 0 02 Apr 2020
NBDT: Neural-Backed Decision Trees Alvin Wan Lisa Dunlap Daniel Ho Jihan Yin Scott Lee Henry Jin Suzanne Petryk Sarah Adel Bargal Joseph E. Gonzalez 26 99 0 01 Apr 2020
Ontology-based Interpretable Machine Learning for Textual Data Phung Lai Nhathai Phan Han Hu Anuja Badeti David Newman Dejing Dou 19 8 0 01 Apr 2020
Explaining Motion Relevance for Activity Recognition in Video Deep Learning Models Liam Hiley Alun D. Preece Y. Hicks Supriyo Chakraborty Prudhvi K. Gurram Richard J. Tomsett FAtt 25 15 0 31 Mar 2020
Learning a Weakly-Supervised Video Actor-Action Segmentation Model with a Wise Selection Jie Chen Zhiheng Li Jiebo Luo Chenliang Xu 27 13 0 29 Mar 2020
Convolutional Spiking Neural Networks for Spatio-Temporal Feature Extraction Alireza Samadzadeh Fatemeh Sadat Tabatabaei Far Ali Javadi A. Nickabadi M. Chehreghani 43 51 0 27 Mar 2020
Viral Pneumonia Screening on Chest X-ray Images Using Confidence-Aware Anomaly Detection Jianpeng Zhang Yutong Xie Guansong Pang Zhibin Liao Johan Verjans ... Zongji Sun Jian He Yi Li Chunhua Shen Yong-quan Xia 24 445 0 27 Mar 2020
A Survey of Deep Learning for Scientific Discovery M. Raghu Erica Schmidt OOD AI4CE 47 120 0 26 Mar 2020
PoisHygiene: Detecting and Mitigating Poisoning Attacks in Neural Networks Junfeng Guo Zelun Kong Cong Liu AAML 35 1 0 24 Mar 2020
Explainable Object-induced Action Decision for Autonomous Vehicles Yiran Xu Xiaoyin Yang Lihang Gong Hsuan-Chu Lin Tz-Ying Wu Yunsheng Li Nuno Vasconcelos 30 104 0 20 Mar 2020
Few-Shot Learning with Geometric Constraints Hong G Jung Seong-Whan Lee 33 49 0 20 Mar 2020
End-to-End Deep Diagnosis of X-ray Images Kudaibergen Urinbayev Yerassyl Orazbek Yernur Nurambek A. Mirzakhmetov H. A. Varol MedIm 28 12 0 19 Mar 2020
MINT: Deep Network Compression via Mutual Information-based Neuron Trimming Madan Ravi Ganesh Jason J. Corso Salimeh Yasaei Sekeh MQ 45 15 0 18 Mar 2020
Weakly Supervised PET Tumor Detection Using Class Response Amine Amyar R. Modzelewski P. Vera V. Morard S. Ruan MedIm 31 5 0 18 Mar 2020
Multi-task Learning with Coarse Priors for Robust Part-aware Person Re-identification Changxing Ding Kan Wang Pengfei Wang Dacheng Tao 22 63 0 18 Mar 2020
Explaining Deep Neural Networks and Beyond: A Review of Methods and Applications Wojciech Samek G. Montavon Sebastian Lapuschkin Christopher J. Anders K. Müller XAI 51 82 0 17 Mar 2020
Ground Truth Evaluation of Neural Network Explanations with CLEVR-XAI L. Arras Ahmed Osman Wojciech Samek XAI AAML 21 150 0 16 Mar 2020
Self-Supervised Discovering of Interpretable Features for Reinforcement Learning Wenjie Shi Gao Huang Shiji Song Zhuoyuan Wang Tingyu Lin Cheng Wu SSL 28 18 0 16 Mar 2020
StarNet: towards Weakly Supervised Few-Shot Object Detection Leonid Karlinsky J. Shtok Amit Alfassy M. Lichtenstein Sivan Harary ... Sivan Doveh P. Sattigeri Rogerio Feris A. Bronstein Raja Giryes 14 6 0 15 Mar 2020
GMM-UNIT: Unsupervised Multi-Domain and Multi-Modal Image-to-Image Translation via Attribute Gaussian Mixture Modeling Yahui Liu Marco De Nadai Jian Yao N. Sebe Bruno Lepri Xavier Alameda-Pineda 19 25 0 15 Mar 2020
Counterfactual Samples Synthesizing for Robust Visual Question Answering Long Chen Xin Yan Jun Xiao Hanwang Zhang Shiliang Pu Yueting Zhuang OOD AAML 154 290 0 14 Mar 2020
Explainable Deep Classification Models for Domain Generalization Andrea Zunino Sarah Adel Bargal Riccardo Volpi M. Sameki Jianming Zhang Stan Sclaroff Vittorio Murino Kate Saenko FAtt 16 39 0 13 Mar 2020
xCos: An Explainable Cosine Metric for Face Verification Task Yu-sheng Lin Zhe-Yu Liu Yu-An Chen Yu-Siang Wang Ya-Liang Chang Winston H. Hsu CVBM 33 46 0 11 Mar 2020
Rapid AI Development Cycle for the Coronavirus (COVID-19) Pandemic: Initial Results for Automated Detection & Patient Monitoring using Deep Learning CT Image Analysis Ophir Gozes Maayan Frid-Adar H. Greenspan P. Browning Huangqi Zhang W.-B. Ji Adam Bernheim E. Siegel OOD 6 798 0 10 Mar 2020
GPCA: A Probabilistic Framework for Gaussian Process Embedded Channel Attention Jiyang Xie Dongliang Chang Zhanyu Ma Guoqiang Zhang Jun Guo 31 25 0 10 Mar 2020
IROF: a low resource evaluation metric for explanation methods Laura Rieger Lars Kai Hansen 28 55 0 09 Mar 2020
Causal Interpretability for Machine Learning -- Problems, Methods and Evaluation Raha Moraffah Mansooreh Karami Ruocheng Guo A. Raglin Huan Liu CML ELM XAI 32 213 0 09 Mar 2020
Dynamic Backdoor Attacks Against Machine Learning Models A. Salem Rui Wen Michael Backes Shiqing Ma Yang Zhang AAML 51 271 0 07 Mar 2020
TIME: A Transparent, Interpretable, Model-Adaptive and Explainable Neural Network for Dynamic Physical Processes Gurpreet Singh Soumyajit Gupta Matt Lease Clint Dawson AI4TS AI4CE 22 2 0 05 Mar 2020
A Question-Centric Model for Visual Question Answering in Medical Imaging Minh H. Vu Tommy Löfstedt T. Nyholm Raphael Sznitman MedIm 22 59 0 02 Mar 2020
Deep Attention Aware Feature Learning for Person Re-Identification Yifan Chen Han Wang Xiaolu Sun Bin Fan Chunrui Tang 28 69 0 01 Mar 2020
A Study on Multimodal and Interactive Explanations for Visual Question Answering Kamran Alipour J. Schulze Yi Yao Avi Ziskind Giedrius Burachas 32 27 0 01 Mar 2020
Do CNNs Encode Data Augmentations? Eddie Q. Yan Yanping Huang OOD 20 5 0 29 Feb 2020