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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
Genetic Information Analysis of Age-Related Macular Degeneration Fellow Eye Using Multi-Modal Selective ViT Yoichi Furukawa Satoshi Kamiya Yoichi Sakurada Kenji Kashiwagi Kazuhiro Hotta 55 0 0 17 Sep 2024
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Trustworthy Conceptual Explanations for Neural Networks in Robot Decision-Making Som Sagar Aditya Taparia Harsh Mankodiya Pranav M Bidare Yifan Zhou Ransalu Senanayake FAtt 66 0 0 16 Sep 2024
Deep-Wide Learning Assistance for Insect Pest Classification Toan Nguyen Huy Nguyen Huy Ung Hieu T. Ung Binh T. Nguyen 67 1 0 16 Sep 2024
InfoDisent: Explainability of Image Classification Models by Information Disentanglement Łukasz Struski Dawid Rymarczyk Jacek Tabor 118 1 0 16 Sep 2024
TX-Gen: Multi-Objective Optimization for Sparse Counterfactual Explanations for Time-Series Classification Qi Huang Sofoklis Kitharidis Thomas Bäck Niki van Stein CML 69 3 0 14 Sep 2024
MulCPred: Learning Multi-modal Concepts for Explainable Pedestrian Action Prediction Yan Feng Alexander Carballo Keisuke Fujii Robin Karlsson Ming Ding K. Takeda 62 0 0 14 Sep 2024
Integrated Multi-Level Knowledge Distillation for Enhanced Speaker Verification Wenhao Yang Jianguo Wei Wenhuan Lu Xugang Lu Lei Li 55 0 0 14 Sep 2024
Multi-Scale Grouped Prototypes for Interpretable Semantic Segmentation Hugo Porta Emanuele Dalsasso Diego Marcos D. Tuia 290 0 0 14 Sep 2024
XSub: Explanation-Driven Adversarial Attack against Blackbox Classifiers via Feature Substitution Kiana Vu Phung Lai Truc D. T. Nguyen AAML 70 0 0 13 Sep 2024
LMAC-TD: Producing Time Domain Explanations for Audio Classifiers Eleonora Mancini Francesco Paissan Mirco Ravanelli Cem Subakan 60 2 0 13 Sep 2024
DICS: Find Domain-Invariant and Class-Specific Features for Out-of-Distribution Generalization Qiaowei Miao Yawei Luo Yi Yang OOD OODD 69 1 0 13 Sep 2024
Feature Importance in Pedestrian Intention Prediction: A Context-Aware Review Mohsen Azarmi Mahdi Rezaei He Wang Ali Arabian 81 1 0 11 Sep 2024
Y-Drop: A Conductance based Dropout for fully connected layers Efthymios Georgiou Georgios Paraskevopoulos Alexandros Potamianos 82 0 0 11 Sep 2024
RICAU-Net: Residual-block Inspired Coordinate Attention U-Net for Segmentation of Small and Sparse Calcium Lesions in Cardiac CT Doyoung Park Jinsoo Kim Qi Chang S. Leng Liang Zhong L. Baskaran 126 1 0 11 Sep 2024
Quantifying and Enabling the Interpretability of CLIP-like Models Avinash Madasu Yossi Gandelsman Vasudev Lal Phillip Howard VLM 99 2 0 10 Sep 2024
Exploring Rich Subjective Quality Information for Image Quality Assessment in the Wild Xiongkuo Min Yixuan Gao Yuqin Cao Guangtao Zhai Wenjun Zhang Huifang Sun C. Chen 65 20 0 09 Sep 2024
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ELMS: Elasticized Large Language Models On Mobile Devices Wangsong Yin Rongjie Yi Daliang Xu Gang Huang Mengwei Xu Xuanzhe Liu 77 6 0 08 Sep 2024
Top-GAP: Integrating Size Priors in CNNs for more Interpretability, Robustness, and Bias Mitigation Lars Nieradzik Henrike Stephani Janis Keuper FAtt AAML 65 0 0 07 Sep 2024
MpoxMamba: A Grouped Mamba-based Lightweight Hybrid Network for Mpox Detection Yubiao Yue Jun Xue Haihuang Liang Zhenzhang Li Yufeng Wang Mamba 127 0 0 06 Sep 2024
Visualizing Spatial Semantics of Dimensionally Reduced Text Embeddings Wei Liu Chris North Rebecca Faust 42 0 0 06 Sep 2024
Learning to Learn Transferable Generative Attack for Person Re-Identification Yuan Bian Min Liu Xueping Wang Yunfeng Ma Yaonan Wang AAML OOD 163 1 0 06 Sep 2024
Active Fake: DeepFake Camouflage Pu Sun Honggang Qi Yuezun Li PICV 134 0 0 05 Sep 2024
UnLearning from Experience to Avoid Spurious Correlations Jeff Mitchell Jesús Martínez del Rincón Niall McLaughlin 94 1 0 04 Sep 2024
NoiseAttack: An Evasive Sample-Specific Multi-Targeted Backdoor Attack Through White Gaussian Noise Abdullah Arafat Miah Kaan Icer Resit Sendag Yu Bi AAML DiffM 73 1 0 03 Sep 2024
TransDAE: Dual Attention Mechanism in a Hierarchical Transformer for Efficient Medical Image Segmentation Bobby Azad Pourya Adibfar Kaiqun Fu ViT MedIm 84 0 0 03 Sep 2024
Interpreting Outliers in Time Series Data through Decoding Autoencoder Patrick Knab Sascha Marton Christian Bartelt Robert Fuder 79 1 0 03 Sep 2024
Phantom: Untargeted Poisoning Attacks on Semi-Supervised Learning (Full Version) Jonathan Knauer Phillip Rieger Hossein Fereidooni A. Sadeghi AAML 67 0 0 02 Sep 2024
One-Index Vector Quantization Based Adversarial Attack on Image Classification Haiju Fan Xiaona Qin Shuang Chen Hubert P. H. Shum Ming Li 51 0 0 02 Sep 2024
Learning to Discover Forgery Cues for Face Forgery Detection Jiahe Tian Peng-Wen Chen Cai Yu Xiaomeng Fu Xi Wang Jiao Dai Jizhong Han CVBM AAML 96 9 0 02 Sep 2024
XNet v2: Fewer Limitations, Better Results and Greater Universality Yanfeng Zhou Lingrui Li Zichen Wang Guole Liu Ziwen Liu Ge Yang 66 1 0 02 Sep 2024
MaskMol: Knowledge-guided Molecular Image Pre-Training Framework for Activity Cliffs Zhixiang Cheng Hongxin Xiang Pengsen Ma Li Zeng Xin Jin ... Yang Deng Bosheng Song Xinxin Feng Changhui Deng Xiangxiang Zeng 76 0 0 02 Sep 2024
Abstaining Machine Learning -- Philosophical Considerations Daniela Schuster 70 0 0 01 Sep 2024
Data Augmentation for Image Classification using Generative AI Fazle Rahat M Shifat Hossain Md Rubel Ahmed Sumit Kumar Jha Rickard Ewetz VLM 100 4 0 31 Aug 2024
Studying the Effects of Self-Attention on SAR Automatic Target Recognition Jacob Fein-Ashley Rajgopal Kannan Viktor Prasanna 60 1 0 31 Aug 2024
Focus-Consistent Multi-Level Aggregation for Compositional Zero-Shot Learning Fengyuan Dai Siteng Huang Min Zhang Biao Gong Donglin Wang 75 0 0 30 Aug 2024
BTMuda: A Bi-level Multi-source unsupervised domain adaptation framework for breast cancer diagnosis Yuxiang Yang Xinyi Zeng Pinxian Zeng Binyu Yan Xi Wu Jiliu Zhou Yan Wang OOD 59 2 0 30 Aug 2024
Can We Leave Deepfake Data Behind in Training Deepfake Detector? Jikang Cheng Zhiyuan Yan Ying Zhang Yuhao Luo Zhongyuan Wang Chen Li 77 14 0 30 Aug 2024
Retrieval-Augmented Natural Language Reasoning for Explainable Visual Question Answering Su Hyeon Lim Minkuk Kim Hyeon Bae Kim Seong Tae Kim ReLM LRM 76 0 0 30 Aug 2024
Point Neuron Learning: A New Physics-Informed Neural Network Architecture Hanwen Bi T. Abhayapala PINN 56 4 0 30 Aug 2024
A Survey of the Self Supervised Learning Mechanisms for Vision Transformers Asifullah Khan A. Sohail Mustansar Fiaz Mehdi Hassan Tariq Habib Afridi ... Muhammad Zaigham Zaheer Kamran Ali Tangina Sultana Ziaurrehman Tanoli Naeem Akhter 274 5 0 30 Aug 2024
GSTAM: Efficient Graph Distillation with Structural Attention-Matching Arash Rasti-Meymandi A. Sajedi Zhaopan Xu Konstantinos N. Plataniotis 72 0 0 29 Aug 2024
IBO: Inpainting-Based Occlusion to Enhance Explainable Artificial Intelligence Evaluation in Histopathology Pardis Afshar Sajjad Hashembeiki Pouya Khani Emad Fatemizadeh M. Rohban 64 4 0 29 Aug 2024
SSDM: Scalable Speech Dysfluency Modeling Jiachen Lian Xuanru Zhou Z. Ezzes Jet M J Vonk Brittany Morin D. Baquirin Zachary Mille M. G. Tempini Gopala Anumanchipalli AuLLM 113 4 0 29 Aug 2024
Semantics-Oriented Multitask Learning for DeepFake Detection: A Joint Embedding Approach Mian Zou Baosheng Yu Yibing Zhan Siwei Lyu Kede Ma CVBM 138 2 0 29 Aug 2024
Low Saturation Confidence Distribution-based Test-Time Adaptation for Cross-Domain Remote Sensing Image Classification Yu Liang Shilei Cao Juepeng Zheng Jianxi Huang Haohuan Fu Haohuan Fu TTA 126 1 0 29 Aug 2024
Enhancing and Accelerating Large Language Models via Instruction-Aware Contextual Compression Haowen Hou Fei Ma Binwen Bai Xinxin Zhu Fei Yu 70 0 0 28 Aug 2024
ClimDetect: A Benchmark Dataset for Climate Change Detection and Attribution Sungduk Yu Brian L. White Anahita Bhiwandiwalla Musashi Hinck Matthew Lyle Olson Tung Nguyen Vasudev Lal Tung Nguyen Vasudev Lal 112 0 0 28 Aug 2024
GINN-KAN: Interpretability pipelining with applications in Physics Informed Neural Networks Nisal Ranasinghe Yu Xia Sachith Seneviratne Saman K. Halgamuge 76 4 0 27 Aug 2024