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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
Streamlining models with explanations in the learning loop Francesco Lomuscio P. Bajardi Alan Perotti E. Amparore FAtt 82 0 0 15 Feb 2023
The Meta-Evaluation Problem in Explainable AI: Identifying Reliable Estimators with MetaQuantus Anna Hedström P. Bommer Kristoffer K. Wickstrom Wojciech Samek Sebastian Lapuschkin Marina M.-C. Höhne 106 21 0 14 Feb 2023
On The Coherence of Quantitative Evaluation of Visual Explanations Benjamin Vandersmissen José Oramas XAI FAtt 81 4 0 14 Feb 2023
SEAM: Searching Transferable Mixed-Precision Quantization Policy through Large Margin Regularization Chen Tang Kai Ouyang Zenghao Chai Yunpeng Bai Yuan Meng Zhi Wang Wenwu Zhu MQ 79 9 0 14 Feb 2023
Deep Learning Predicts Prevalent and Incident Parkinson's Disease From UK Biobank Fundus Imaging Charlie Tran Kaitlyn M. Shen Ke Liu Akshay Ashok Adolfo Ramirez-Zamora Jinghua Chen Yulin Li Ruogu Fang 22 22 0 13 Feb 2023
Explainable Anomaly Detection in Images and Videos: A Survey Yizhou Wang Dongliang Guo Sheng Li Octavia Camps Yun Fu 118 6 0 13 Feb 2023
Human-Centric Multimodal Machine Learning: Recent Advances and Testbed on AI-based Recruitment Alejandro Peña Ignacio Serna Aythami Morales Julian Fierrez Alfonso Ortega Ainhoa Herrarte Manuel Alcántara J. Ortega-Garcia FaML 100 38 0 13 Feb 2023
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 94 53 0 13 Feb 2023
An Order-Invariant and Interpretable Hierarchical Dilated Convolution Neural Network for Chemical Fault Detection and Diagnosis Mengxuan Li Peng Peng Min Wang Hongwei Wang 45 12 0 13 Feb 2023
Semantic Feature Integration network for Fine-grained Visual Classification Haibo Wang Yueyang Li Haichi Luo 75 0 0 13 Feb 2023
Stochastic Surprisal: An inferential measurement of Free Energy in Neural Networks Mohit Prabhushankar Ghassan Al-Regib 51 3 0 11 Feb 2023
Explaining text classifiers through progressive neighborhood approximation with realistic samples Yi Cai Arthur Zimek Eirini Ntoutsi Gerhard Wunder AI4TS 74 0 0 11 Feb 2023
Differentiable Outlier Detection Enable Robust Deep Multimodal Analysis Zhu Wang Sourav Medya Sathya Ravi VLM 90 0 0 11 Feb 2023
SOCRATES: Text-based Human Search and Approach using a Robot Dog Jeongeun Park Jefferson Silveria Matthew K. X. J. Pan Sungjoon Choi 44 0 0 10 Feb 2023
Artificial Intelligence System for Detection and Screening of Cardiac Abnormalities using Electrocardiogram Images Deyun Zhang Shijia Geng Yang Zhou Wei-Zhao Xu Guodong Wei ... Tong Liu Kangyin Chen Chenyang Jiang Xingpeng Liu linda Qiao 39 6 0 10 Feb 2023
Mithridates: Auditing and Boosting Backdoor Resistance of Machine Learning Pipelines Eugene Bagdasaryan Vitaly Shmatikov AAML 102 2 0 09 Feb 2023
Imperceptible Sample-Specific Backdoor to DNN with Denoising Autoencoder Jiliang Zhang Jing Xu Zhi-Li Zhang Yansong Gao AAML 71 2 0 09 Feb 2023
On Function-Coupled Watermarks for Deep Neural Networks Xiangyu Wen Yu Li Weizhen Jiang Qian-Lan Xu AAML 71 1 0 08 Feb 2023
PAMI: partition input and aggregate outputs for model interpretation Wei Shi Wentao Zhang Weishi Zheng Ruixuan Wang FAtt 125 3 0 07 Feb 2023
Fine-grained Affordance Annotation for Egocentric Hand-Object Interaction Videos Zecheng Yu Yifei Huang Ryosuke Furuta Takuma Yagi Yusuke Goutsu Yoichi Sato EgoV 54 12 0 07 Feb 2023
Efficient XAI Techniques: A Taxonomic Survey Yu-Neng Chuang Guanchu Wang Fan Yang Zirui Liu Xuanting Cai Mengnan Du Helen Zhou 74 34 0 07 Feb 2023
Scaling Vision-based End-to-End Driving with Multi-View Attention Learning Yi Xiao Felipe Codevilla Diego Porres Antonio M. López VLM 59 4 0 07 Feb 2023
Understanding User Preferences in Explainable Artificial Intelligence: A Survey and a Mapping Function Proposal M. Hashemi Ali Darejeh Francisco Cruz 77 3 0 07 Feb 2023
LAVA: Granular Neuron-Level Explainable AI for Alzheimer's Disease Assessment from Fundus Images Nooshin Yousefzadeh Charlie Tran Adolfo Ramirez-Zamora Jinghua Chen R. Fang My T. Thai 47 1 0 06 Feb 2023
Learning disentangled representations for explainable chest X-ray classification using Dirichlet VAEs Rachael Harkness Alejandro F Frangi K. Zucker Nishant Ravikumar CML CoGe 30 4 0 06 Feb 2023
Variational Information Pursuit for Interpretable Predictions Aditya Chattopadhyay Kwan Ho Ryan Chan B. Haeffele D. Geman René Vidal DRL 106 14 0 06 Feb 2023
Stop overkilling simple tasks with black-box models and use transparent models instead Matteo Rizzo Matteo Marcuzzo A. Zangari A. Gasparetto A. Albarelli VLM 66 1 0 06 Feb 2023
AUTOLYCUS: Exploiting Explainable AI (XAI) for Model Extraction Attacks against Interpretable Models Abdullah Çaglar Öksüz Anisa Halimi Erman Ayday ELM AAML 70 3 0 04 Feb 2023
This Intestine Does Not Exist: Multiscale Residual Variational Autoencoder for Realistic Wireless Capsule Endoscopy Image Generation Dimitrios E. Diamantis Panagiota Gatoula Anastasios Koulaouzidis D. Iakovidis MedIm 89 6 0 04 Feb 2023
SoK: A Systematic Evaluation of Backdoor Trigger Characteristics in Image Classification Gorka Abad Jing Xu Stefanos Koffas Behrad Tajalli S. Picek Mauro Conti AAML 116 6 0 03 Feb 2023
AIROGS: Artificial Intelligence for RObust Glaucoma Screening Challenge Coen de Vente Koen A. Vermeer Nicolas Jaccard He Wang Hongyi Sun ... Abdul Qayyum Imran Razzak Bram van Ginneken H. Lemij Clara I. Sánchez 129 57 0 03 Feb 2023
Cluster-CAM: Cluster-Weighted Visual Interpretation of CNNs' Decision in Image Classification Zhenpeng Feng H. Ji M. Daković Xiyang Cui Mingzhe Zhu Ljubisa Stankovic 72 8 0 03 Feb 2023
SCCAM: Supervised Contrastive Convolutional Attention Mechanism for Ante-hoc Interpretable Fault Diagnosis with Limited Fault Samples Mengxuan Li Peng Peng Jingxin Zhang Hongwei Wang Nong Sang 76 20 0 03 Feb 2023
Simple, Effective and General: A New Backbone for Cross-view Image Geo-localization Yingying Zhu Hongji Yang Yuxin Lu Qiang Huang 56 35 0 03 Feb 2023
Class Overwhelms: Mutual Conditional Blended-Target Domain Adaptation P. Xu Boyu Wang Charles Ling 91 6 0 03 Feb 2023
Neural Insights for Digital Marketing Content Design F. Kong Yuan Li Houssam Nassif Tanner Fiez Ricardo Henao Shreya Chakrabarti 3DV 58 12 0 02 Feb 2023
Visual Imitation Learning with Patch Rewards Minghuan Liu Tairan He Weinan Zhang Shuicheng Yan Zhongwen Xu SSL 90 14 0 02 Feb 2023
Stable Attribute Group Editing for Reliable Few-shot Image Generation Guanqi Ding Xinzhe Han Shuhui Wang Xin Jin Dandan Tu Qingming Huang 76 9 0 01 Feb 2023
Salient Conditional Diffusion for Defending Against Backdoor Attacks Brandon B. May N. Joseph Tatro Dylan Walker Piyush Kumar N. Shnidman DiffM 64 8 0 31 Jan 2023
Supporting Safety Analysis of Image-processing DNNs through Clustering-based Approaches M. Attaoui Hazem M. Fahmy F. Pastore Lionel C. Briand AI4CE 60 5 0 31 Jan 2023
A Survey of Explainable AI in Deep Visual Modeling: Methods and Metrics Naveed Akhtar XAI VLM 67 7 0 31 Jan 2023
GaitSADA: Self-Aligned Domain Adaptation for mmWave Gait Recognition Ekkasit Pinyoanuntapong Ayman Ali Kalvik Jakkala Pu Wang Minwoo Lee Qucheng Peng Chong Chen Tsinghua University CVBM 31 5 0 31 Jan 2023
Overcoming Simplicity Bias in Deep Networks using a Feature Sieve Rishabh Tiwari Pradeep Shenoy 148 22 0 30 Jan 2023
Audio-Visual Segmentation with Semantics Jinxing Zhou Xuyang Shen Jianyuan Wang Jiayi Zhang Weixuan Sun ... Stan Birchfield Dan Guo Lingpeng Kong Meng Wang Yiran Zhong VOS 98 43 0 30 Jan 2023
ESC: Exploration with Soft Commonsense Constraints for Zero-shot Object Navigation KAI-QING Zhou Kai Zheng Connor Pryor Yilin Shen Hongxia Jin Lise Getoor Xinze Wang 128 118 0 30 Jan 2023
Equivariant Differentially Private Deep Learning: Why DP-SGD Needs Sparser Models Florian A. Hölzl Daniel Rueckert Georgios Kaissis 93 4 0 30 Jan 2023
Half of an image is enough for quality assessment Junyong You Yuan Lin J. Korhonen 87 2 0 30 Jan 2023
NeSyFOLD: Neurosymbolic Framework for Interpretable Image Classification Parth Padalkar Huaduo Wang Gopal Gupta 61 2 0 30 Jan 2023
Semantic Adversarial Attacks on Face Recognition through Significant Attributes Yasmeen M. Khedr Yifeng Xiong Kun He AAML 76 2 0 28 Jan 2023
ProtoSeg: Interpretable Semantic Segmentation with Prototypical Parts Mikolaj Sacha Dawid Rymarczyk Lukasz Struski Jacek Tabor Bartosz Zieliñski VLM 109 30 0 28 Jan 2023