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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
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Automated detection of motion artifacts in brain MR images using deep learning and explainable artificial intelligence M. Jimeno K. Ravi Maggie Fung J. Vaughan S. Geethanath MedIm 14 0 0 13 Feb 2024
Taking Training Seriously: Human Guidance and Management-Based Regulation of Artificial Intelligence C. Coglianese Colton R. Crum FaML 66 2 0 13 Feb 2024
Deciphering Heartbeat Signatures: A Vision Transformer Approach to Explainable Atrial Fibrillation Detection from ECG Signals Aruna Mohan Danne C. Elbers Or Zilbershot Fatemeh Afghah David Vorchheimer MedIm 31 1 0 12 Feb 2024
Understanding Deep Learning defenses Against Adversarial Examples Through Visualizations for Dynamic Risk Assessment Xabier Echeberria-Barrio Amaia Gil-Lerchundi Jon Egana-Zubia Raul Orduna Urrutia AAML 56 6 0 12 Feb 2024
Low-Rank Approximation of Structural Redundancy for Self-Supervised Learning Kang Du Yu Xiang 55 0 0 10 Feb 2024
Multiple Instance Learning for Cheating Detection and Localization in Online Examinations Yemeng Liu Jing Ren Jianshuo Xu Xiaomei Bai Roopdeep Kaur Xiwei Xu 46 8 0 09 Feb 2024
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Explainable AI for Safe and Trustworthy Autonomous Driving: A Systematic Review Anton Kuznietsov Bálint Gyevnár Cheng Wang Steven Peters Stefano V. Albrecht XAI 79 34 0 08 Feb 2024
Question Aware Vision Transformer for Multimodal Reasoning Roy Ganz Yair Kittenplon Aviad Aberdam Elad Ben Avraham Oren Nuriel Shai Mazor Ron Litman 103 23 0 08 Feb 2024
Advancing Explainable AI Toward Human-Like Intelligence: Forging the Path to Artificial Brain Yongchen Zhou Richard Jiang 54 4 0 07 Feb 2024
G-NAS: Generalizable Neural Architecture Search for Single Domain Generalization Object Detection Fan Wu Jinling Gao Lanqing Hong Xinbing Wang Cheng Zhou Nanyang Ye 71 10 0 07 Feb 2024
Troublemaker Learning for Low-Light Image Enhancement Yinghao Song Zhiyuan Cao Wanhong Xiang Sifan Long Bo Yang H. Ge Yanchun Liang Chunguo Wu 66 0 0 07 Feb 2024
Attention Guided CAM: Visual Explanations of Vision Transformer Guided by Self-Attention Saebom Leem Hyunseok Seo ViT 49 14 0 07 Feb 2024
BRI3L: A Brightness Illusion Image Dataset for Identification and Localization of Regions of Illusory Perception Aniket Roy Anirban Roy S. Mitra Kuntal Ghosh 16 1 0 07 Feb 2024
Boosting Adversarial Transferability across Model Genus by Deformation-Constrained Warping Qinliang Lin Cheng Luo Zenghao Niu Xilin He Weicheng Xie Yuanbo Hou Linlin Shen Siyang Song AAML 103 13 0 06 Feb 2024
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Measuring Machine Learning Harms from Stereotypes Requires Understanding Who Is Harmed by Which Errors in What Ways Angelina Wang Xuechunzi Bai Solon Barocas Su Lin Blodgett FaML 85 5 0 06 Feb 2024
GRASP: GRAph-Structured Pyramidal Whole Slide Image Representation Ali Khajegili Mirabadi Graham Archibald Amirali Darbandsari A. Contreras-Sanz Ramin Nakhli ... C. Gilks Peter C Black Gang Wang H. Farahani A. Bashashati 109 5 0 06 Feb 2024
Robust Analysis of Multi-Task Learning Efficiency: New Benchmarks on Light-Weighed Backbones and Effective Measurement of Multi-Task Learning Challenges by Feature Disentanglement Dayou Mao Yuhao Chen Yifan Wu Maximilian Gilles Alexander Wong AAML 70 0 0 05 Feb 2024
Beyond Strong labels: Weakly-supervised Learning Based on Gaussian Pseudo Labels for The Segmentation of Ellipse-like Vascular Structures in Non-contrast CTs Qixiang Ma Antoine Lucas Huazhong Shu A. Kaladji P. Haigron 69 0 0 05 Feb 2024
Good Teachers Explain: Explanation-Enhanced Knowledge Distillation Amin Parchami-Araghi Moritz Bohle Sukrut Rao Bernt Schiele FAtt 59 4 0 05 Feb 2024
Discovering interpretable models of scientific image data with deep learning Christopher J. Soelistyo Alan R. Lowe 55 6 0 05 Feb 2024
SIDU-TXT: An XAI Algorithm for NLP with a Holistic Assessment Approach M. N. Jahromi Satya M. Muddamsetty Asta Sofie Stage Jarlner Anna Murphy Hogenhaug Thomas Gammeltoft-Hansen T. Moeslund 103 3 0 05 Feb 2024
CoBra: Complementary Branch Fusing Class and Semantic Knowledge for Robust Weakly Supervised Semantic Segmentation Woojung Han Seil Kang Kyobin Choo Seong Jae Hwang 133 0 0 05 Feb 2024
PowerGraph: A power grid benchmark dataset for graph neural networks Anna Varbella Kenza Amara B. Gjorgiev Mennatallah El-Assady G. Sansavini 46 9 0 05 Feb 2024
Focal Modulation Networks for Interpretable Sound Classification Luca Della Libera Cem Subakan Mirco Ravanelli 82 2 0 05 Feb 2024
EXGC: Bridging Efficiency and Explainability in Graph Condensation Sihang Li Xinglin Li Yongduo Sui Yuan Gao Guibin Zhang Kun Wang Xiang Wang Xiangnan He DD 116 21 0 05 Feb 2024
Spatio-temporal Prompting Network for Robust Video Feature Extraction Guanxiong Sun Chi Wang Zhaoyu Zhang Jiankang Deng Stefanos Zafeiriou Yang Hua ViT 55 4 0 04 Feb 2024
GeReA: Question-Aware Prompt Captions for Knowledge-based Visual Question Answering Ziyu Ma Shutao Li Bin Sun Jianfei Cai Zuxiang Long Fuyan Ma 69 3 0 04 Feb 2024
XAI-CF -- Examining the Role of Explainable Artificial Intelligence in Cyber Forensics Shahid Alam Zeynep Altıparmak 51 3 0 04 Feb 2024
Eliminating Information Leakage in Hard Concept Bottleneck Models with Supervised, Hierarchical Concept Learning Ao Sun Yuanyuan Yuan Pingchuan Ma Shuai Wang 35 8 0 03 Feb 2024
XAI for Skin Cancer Detection with Prototypes and Non-Expert Supervision Miguel Correia Alceu Bissoto Carlos Santiago Catarina Barata 67 1 0 02 Feb 2024
Source-Free Unsupervised Domain Adaptation with Hypothesis Consolidation of Prediction Rationale Yangyang Shu Xiaofeng Cao Qi Chen Bowen Zhang Ziqin Zhou Anton Van Den Hengel Lingqiao Liu 86 0 0 02 Feb 2024
ReAGent: A Model-agnostic Feature Attribution Method for Generative Language Models Zhixue Zhao Boxuan Shan 108 5 0 01 Feb 2024
Masked Conditional Diffusion Model for Enhancing Deepfake Detection Tiewen Chen Shanmin Yang Shu Hu Zhenghan Fang Ying Fu Xi Wu Xin Wang DiffM 59 5 0 01 Feb 2024
EXMOS: Explanatory Model Steering Through Multifaceted Explanations and Data Configurations Aditya Bhattacharya Simone Stumpf Lucija Gosak Gregor Stiglic K. Verbert 86 23 0 01 Feb 2024
Can we Constrain Concept Bottleneck Models to Learn Semantically Meaningful Input Features? Jack Furby Daniel Cunnington Dave Braines Alun D. Preece 85 4 0 01 Feb 2024
Guided Interpretable Facial Expression Recognition via Spatial Action Unit Cues Soufiane Belharbi M. Pedersoli A. L. Koerich Simon L Bacon Eric Granger 93 14 0 01 Feb 2024
Common Sense Reasoning for Deepfake Detection Yue Zhang Ben Colman Xiao Guo Ali Shahriyari Gaurav Bharaj 143 35 0 31 Jan 2024
SNP-S3: Shared Network Pre-training and Significant Semantic Strengthening for Various Video-Text Tasks Xingning Dong Qingpei Guo Tian Gan Qing Wang Jianlong Wu Xiangyuan Ren Yuan Cheng Wei Chu 63 5 0 31 Jan 2024
Explaining Predictive Uncertainty by Exposing Second-Order Effects Florian Bley Sebastian Lapuschkin Wojciech Samek G. Montavon 80 3 0 30 Jan 2024
Bridging Human Concepts and Computer Vision for Explainable Face Verification Miriam Doh Caroline Mazini Rodrigues Nicolas Boutry Laurent Najman M. Mancas H. Bersini CVBM 50 1 0 30 Jan 2024
Security and Privacy Challenges of Large Language Models: A Survey B. Das M. H. Amini Yanzhao Wu PILM ELM 128 145 0 30 Jan 2024
Defining and Extracting generalizable interaction primitives from DNNs Lu Chen Siyu Lou Benhao Huang Quanshi Zhang 96 12 0 29 Jan 2024
3DPFIX: Improving Remote Novices' 3D Printing Troubleshooting through Human-AI Collaboration Nahyun Kwon Tong Sun Yuyang Gao Liang Zhao Xu Wang Jeeeun Kim S. Hong 81 3 0 29 Jan 2024
Stochastic Amortization: A Unified Approach to Accelerate Feature and Data Attribution Ian Covert Chanwoo Kim Su-In Lee James Zou Tatsunori Hashimoto TDI 101 11 0 29 Jan 2024
Emergent Explainability: Adding a causal chain to neural network inference Adam Perrett 44 0 0 29 Jan 2024