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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
Towards Explaining Hypercomplex Neural Networks Eleonora Lopez Eleonora Grassucci D. Capriotti Danilo Comminiello 101 3 0 26 Mar 2024
Grad-CAMO: Learning Interpretable Single-Cell Morphological Profiles from 3D Cell Painting Images Vivek Gopalakrishnan Jingzhe Ma Zhiyong Xie 48 0 0 26 Mar 2024
Clinical Domain Knowledge-Derived Template Improves Post Hoc AI Explanations in Pneumothorax Classification Han Yuan Chuan Hong Pengtao Jiang Gangming Zhao Nguyen Tuan Anh Tran Xinxing Xu Yet Yen Yan Nan Liu 62 11 0 26 Mar 2024
Neural Clustering based Visual Representation Learning Guikun Chen Xia Li Yi Yang Wenguan Wang SSL 102 10 0 26 Mar 2024
Residual-based Language Models are Free Boosters for Biomedical Imaging Zhixin Lai Jing Wu Suiyao Chen Yucheng Zhou N. Hovakimyan MedIm 94 31 0 26 Mar 2024
LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioning Shuyang Cheng Guanhong Tao Yingqi Liu Guangyu Shen Shengwei An Shiwei Feng Xiangzhe Xu Kaiyuan Zhang Shiqing Ma Xiangyu Zhang AAML 68 5 0 25 Mar 2024
XAIport: A Service Framework for the Early Adoption of XAI in AI Model Development Zerui Wang Yan Liu Abishek Arumugam Thiruselvi A. Hamou-Lhadj 51 3 0 25 Mar 2024
DeepGleason: a System for Automated Gleason Grading of Prostate Cancer using Deep Neural Networks Dominik Müller Philip Meyer Lukas Rentschler Robin Manz Jonas Bäcker ... Christoph Wengenmayr Bruno Märkl Ralf Huss Iñaki Soto Rey Johannes Raffler 91 4 0 25 Mar 2024
Revealing Vulnerabilities of Neural Networks in Parameter Learning and Defense Against Explanation-Aware Backdoors Md Abdul Kadir G. Addluri Daniel Sonntag AAML 105 0 0 25 Mar 2024
Interpretable Machine Learning for Weather and Climate Prediction: A Survey Ruyi Yang Jingyu Hu Zihao Li Jianli Mu Tingzhao Yu Jiangjiang Xia Xuhong Li Aritra Dasgupta Haoyi Xiong AI4CE 105 5 0 24 Mar 2024
PaPr: Training-Free One-Step Patch Pruning with Lightweight ConvNets for Faster Inference Tanvir Mahmud Burhaneddin Yaman Chun-Hao Liu Diana Marculescu 99 3 0 24 Mar 2024
Towards Two-Stream Foveation-based Active Vision Learning Timur Ibrayev Amitangshu Mukherjee Sai Aparna Aketi Kaushik Roy 68 2 0 24 Mar 2024
WEEP: A method for spatial interpretation of weakly supervised CNN models in computational pathology Abhinav Sharma Bojing Liu M. Rantalainen 42 0 0 22 Mar 2024
An Open-World, Diverse, Cross-Spatial-Temporal Benchmark for Dynamic Wild Person Re-Identification Lei Zhang Xiaowei Fu Fuxiang Huang Yi Yang Xinbo Gao VLM 82 4 0 22 Mar 2024
Clean-image Backdoor Attacks Dazhong Rong Guoyao Yu Shuheng Shen Xinyi Fu Peng Qian Jianhai Chen Qinming He Xing Fu Weiqiang Wang 65 5 0 22 Mar 2024
A survey on Concept-based Approaches For Model Improvement Avani Gupta P. J. Narayanan LRM 79 5 0 21 Mar 2024
Token Transformation Matters: Towards Faithful Post-hoc Explanation for Vision Transformer Junyi Wu Bin Duan Weitai Kang Hao Tang Yan Yan 58 9 0 21 Mar 2024
Biased Binary Attribute Classifiers Ignore the Majority Classes Xinyi Zhang Johanna Sophie Bieri Manuel Günther CVBM 64 1 0 21 Mar 2024
On the Concept Trustworthiness in Concept Bottleneck Models Qihan Huang Mingli Song Jingwen Hu Haofei Zhang Yong Wang Mingli Song 96 11 0 21 Mar 2024
Unsupervised Audio-Visual Segmentation with Modality Alignment Swapnil Bhosale Haosen Yang Diptesh Kanojia Jiangkang Deng Xiatian Zhu VOS 71 6 0 21 Mar 2024
Debiasing surgeon: fantastic weights and how to find them Rémi Nahon Ivan Luiz De Moura Matos Van-Tam Nguyen Enzo Tartaglione 77 1 0 21 Mar 2024
PECI-Net: Bolus segmentation from video fluoroscopic swallowing study images using preprocessing ensemble and cascaded inference Dougho Park Younghun Kim Harim Kang Junmyeoung Lee Jinyoung Choi Taeyeon Kim Sangeok Lee Seokil Son Minsol Kim Injung Kim 41 3 0 21 Mar 2024
A Lightweight Attention-based Deep Network via Multi-Scale Feature Fusion for Multi-View Facial Expression Recognition Ali Ezati Mohammadreza Dezyani Rajib Rana Roozbeh Rajabi Ahmad Ayatollahi CVBM 106 1 0 21 Mar 2024
ExMap: Leveraging Explainability Heatmaps for Unsupervised Group Robustness to Spurious Correlations Rwiddhi Chakraborty Adrian Sletten Michael C. Kampffmeyer 99 1 0 20 Mar 2024
Mask-based Invisible Backdoor Attacks on Object Detection Jeongjin Shin AAML 70 0 0 20 Mar 2024
LUWA Dataset: Learning Lithic Use-Wear Analysis on Microscopic Images Jing Zhang Irving Fang Juexiao Zhang Hao Wu Akshat Kaushik Alice Rodriguez Hanwen Zhao Zhuo Zheng Radu Iovita Chen Feng 57 5 0 19 Mar 2024
Listenable Maps for Audio Classifiers Francesco Paissan Mirco Ravanelli Cem Subakan 61 10 0 19 Mar 2024
DetToolChain: A New Prompting Paradigm to Unleash Detection Ability of MLLM YiXuan Wu Yizhou Wang Shixiang Tang Wenhao Wu Tong He Wanli Ouyang Jian Wu Philip Torr ObjD VLM 104 22 0 19 Mar 2024
Non-negative Contrastive Learning Yifei Wang Qi Zhang Yaoyu Guo Yisen Wang 89 12 0 19 Mar 2024
Boosting Transferability in Vision-Language Attacks via Diversification along the Intersection Region of Adversarial Trajectory Sensen Gao Xiaojun Jia Xuhong Ren Ivor Tsang Qing Guo AAML 101 19 0 19 Mar 2024
Fusion Transformer with Object Mask Guidance for Image Forgery Analysis Dimitrios Karageorgiou Giorgos Kordopatis-Zilos Symeon Papadopoulos ViT 54 7 0 18 Mar 2024
CASPER: Causality-Aware Spatiotemporal Graph Neural Networks for Spatiotemporal Time Series Imputation Baoyu Jing Dawei Zhou Kan Ren Carl Yang CML AI4TS 103 10 0 18 Mar 2024
Advancing COVID-19 Detection in 3D CT Scans Qingqiu Li Runtian Yuan Junlin Hou Jilan Xu Yuejie Zhang Rui Feng Hao Chen 41 2 0 18 Mar 2024
TCNet: Continuous Sign Language Recognition from Trajectories and Correlated Regions Hui Lu A. A. Salah Ronald Poppe SLR 66 6 0 18 Mar 2024
SETA: Semantic-Aware Token Augmentation for Domain Generalization Jintao Guo Lei Qi Yinghuan Shi Yang Gao ViT 103 3 0 18 Mar 2024
Invisible Backdoor Attack Through Singular Value Decomposition Wenmin Chen Xiaowei Xu AAML 70 1 0 18 Mar 2024
Implicit Discriminative Knowledge Learning for Visible-Infrared Person Re-Identification Kaijie Ren Lei Zhang VLM 96 13 0 18 Mar 2024
LocalStyleFool: Regional Video Style Transfer Attack Using Segment Anything Model Yuxin Cao Jinghao Li Xi Xiao Derui Wang Minhui Xue Hao Ge Wei Liu Guangwu Hu AAML 80 1 0 18 Mar 2024
Impart: An Imperceptible and Effective Label-Specific Backdoor Attack Jingke Zhao Zan Wang Yongwei Wang Lanjun Wang AAML 16 0 0 18 Mar 2024
Robust Overfitting Does Matter: Test-Time Adversarial Purification With FGSM Linyu Tang Lei Zhang AAML 82 5 0 18 Mar 2024
Safety Implications of Explainable Artificial Intelligence in End-to-End Autonomous Driving Shahin Atakishiyev Mohammad Salameh Randy Goebel 244 6 0 18 Mar 2024
Spiking Wavelet Transformer Yuetong Fang Ziqing Wang Lingfeng Zhang Jiahang Cao Honglei Chen Renjing Xu 121 8 0 17 Mar 2024
ViSaRL: Visual Reinforcement Learning Guided by Human Saliency Anthony Liang Jesse Thomason Erdem Biyik 75 7 0 16 Mar 2024
DUE: Dynamic Uncertainty-Aware Explanation Supervision via 3D Imputation Qilong Zhao Yifei Zhang Mengdan Zhu Siyi Gu Yuyang Gao Xiaofeng Yang Liang Zhao MedIm 114 2 0 16 Mar 2024
Mitigating Dialogue Hallucination for Large Vision Language Models via Adversarial Instruction Tuning Dongmin Park Zhaofang Qian Guangxing Han Ser-Nam Lim MLLM 77 0 0 15 Mar 2024
Gradient based Feature Attribution in Explainable AI: A Technical Review Yongjie Wang Tong Zhang Xu Guo Zhiqi Shen XAI 72 25 0 15 Mar 2024
Large Language Model-informed ECG Dual Attention Network for Heart Failure Risk Prediction Chen Chen Lei Li M. Beetz Abhirup Banerjee Ramneek Gupta Vicente Grau 65 5 0 15 Mar 2024
Learning Spatiotemporal Inconsistency via Thumbnail Layout for Face Deepfake Detection Yuting Xu Jian Liang Lijun Sheng Xiao-Yu Zhang 90 11 0 15 Mar 2024
Interpretable Machine Learning for Survival Analysis Sophie Hanna Langbein Mateusz Krzyzinski Mikolaj Spytek Hubert Baniecki P. Biecek Marvin N. Wright 85 2 0 15 Mar 2024
CoReEcho: Continuous Representation Learning for 2D+time Echocardiography Analysis F. Maani Numan Saeed Aleksandr Matsun Mohammad Yaqub SyDa 89 4 0 15 Mar 2024