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"

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Accurate Explanation Model for Image Classifiers using Class Association Embedding Ruitao Xie Jingbang Chen Limai Jiang Rui Xiao Yi-Lun Pan Yunpeng Cai 74 4 0 31 Dec 2024
Distilled Transformers with Locally Enhanced Global Representations for Face Forgery Detection Yaning Zhang Qiufu Li Zitong Yu Linlin Shen ViT 69 3 0 31 Dec 2024
Unforgettable Lessons from Forgettable Images: Intra-Class Memorability Matters in Computer Vision Jie Jing Qing Lin Shuangpeng Han Lucia Schiatti Yen-Ling Kuo Mengmi Zhang VLM 35 0 0 30 Dec 2024
Reconciling Privacy and Explainability in High-Stakes: A Systematic Inquiry Supriya Manna Niladri Sett 192 0 0 30 Dec 2024
NADER: Neural Architecture Design via Multi-Agent Collaboration Zekang Yang Wang Zeng Sheng Jin Chen Qian Ping Luo Wentao Liu AI4CE 27 0 0 26 Dec 2024
Adaptivity can help exponentially for shadow tomography Sitan Chen Weiyuan Gong Zhihan Zhang 46 0 0 26 Dec 2024
Unity is Strength: Unifying Convolutional and Transformeral Features for Better Person Re-Identification Yuhao Wang Pingping Zhang Xuehu Liu Zhengzheng Tu Huchuan Lu 50 3 0 23 Dec 2024
Breaking Barriers in Physical-World Adversarial Examples: Improving Robustness and Transferability via Robust Feature Yichen Wang Yuxuan Chou Ziqi Zhou Hangtao Zhang Wei Wan Shengshan Hu Minghui Li AAML 133 3 0 22 Dec 2024
A Backdoor Attack Scheme with Invisible Triggers Based on Model Architecture Modification Yuan Ma Xu Ma Jiankang Wei Jinmeng Tang Xiaoyu Zhang Yilun Lyu Kehao Chen Jingtong Huang 88 0 0 22 Dec 2024
Self-Supervised Radiograph Anatomical Region Classification -- How Clean Is Your Real-World Data? Simon Langer J. Ritter R. Braren Daniel Rueckert Paul Hager 89 0 0 20 Dec 2024
A Review of Multimodal Explainable Artificial Intelligence: Past, Present and Future Shilin Sun Wenbin An Feng Tian Fang Nan Qidong Liu Jing Liu N. Shah Ping Chen 101 3 0 18 Dec 2024
Detecting Machine-Generated Music with Explainability -- A Challenge and Early Benchmarks Yupei Li Qiyang Sun Hanqian Li Lucia Specia Björn Schuller 77 4 0 18 Dec 2024
Language-guided Medical Image Segmentation with Target-informed Multi-level Contrastive Alignments Mingjian Li Mingyuan Meng Shuchang Ye David Dagan Feng Lei Bi Jinman Kim 94 0 0 18 Dec 2024
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Fast-staged CNN Model for Accurate pulmonary diseases and Lung cancer detection Abdelbaki Souid Mohamed Hamroun Soufiene Ben Othman Hedi Sakli Naceur Abdelkarim 75 0 0 16 Dec 2024
LineArt: A Knowledge-guided Training-free High-quality Appearance Transfer for Design Drawing with Diffusion Model Xi Wang Yiming Li Heng Fang Yichen Peng H. Xie Xi Yang Chuntao Li DiffM 81 0 0 16 Dec 2024
Multilabel Classification for Lung Disease Detection: Integrating Deep Learning and Natural Language Processing Maria Efimovich Jayden Lim Vedant Mehta Ethan Poon 81 0 0 16 Dec 2024
Uni-AdaFocus: Spatial-temporal Dynamic Computation for Video Recognition Yulin Wang Haoji Zhang Yang Yue Shiji Song Chao Deng Junlan Feng Gao Huang 91 3 0 15 Dec 2024
Concept Learning in the Wild: Towards Algorithmic Understanding of Neural Networks Elad Shohama Hadar Cohena Khalil Wattada Havana Rikab Dan Vilenchik 80 1 0 15 Dec 2024
EEG-GMACN: Interpretable EEG Graph Mutual Attention Convolutional Network Haili Ye S. Goerttler F. He 46 0 0 15 Dec 2024
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One Pixel is All I Need Deng Siqin Zhou Xiaoyi ViT 226 0 0 14 Dec 2024
CognitionCapturer: Decoding Visual Stimuli From Human EEG Signal With Multimodal Information Kaipeng Zhang Lihuo He Xin Jiang Wen Lu Di Wang Xinbo Gao 88 1 0 13 Dec 2024
Advancing Attribution-Based Neural Network Explainability through Relative Absolute Magnitude Layer-Wise Relevance Propagation and Multi-Component Evaluation Davor Vukadin Petar Afrić Marin Šilić Goran Delač FAtt 101 2 0 12 Dec 2024
Wasserstein Distance Rivals Kullback-Leibler Divergence for Knowledge Distillation Jiaming Lv Haoyuan Yang P. Li 81 1 0 11 Dec 2024
FaceX: Understanding Face Attribute Classifiers through Summary Model Explanations Ioannis Sarridis C. Koutlis Symeon Papadopoulos Christos Diou CVBM 121 0 0 10 Dec 2024
Sound2Vision: Generating Diverse Visuals from Audio through Cross-Modal Latent Alignment Kim Sung-Bin Arda Senocak Hyunwoo Ha Tae-Hyun Oh DiffM 83 0 0 09 Dec 2024
Neural network interpretability with layer-wise relevance propagation: novel techniques for neuron selection and visualization Deepshikha Bhati Fnu Neha Md. Amiruzzaman Angela Guercio Deepak Kumar Shukla Ben Ward FAtt 73 0 0 07 Dec 2024
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Exact: Exploring Space-Time Perceptive Clues for Weakly Supervised Satellite Image Time Series Semantic Segmentation Hao Zhu Yan Zhu Jiayu Xiao Tianxiang Xiao Yike Ma Yucheng Zhang Feng Dai 88 0 0 05 Dec 2024
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Mask of truth: model sensitivity to unexpected regions of medical images Théo Sourget Michelle Hestbek-Møller Amelia Jiménez-Sánchez Jack Junchi Xu Dovile Juodelyte AAML 95 0 0 05 Dec 2024
Multi-Level Correlation Network For Few-Shot Image Classification Yunkai Dang Hao Fei Zhengyu Chen Xinliang Zhang Zheng Wang Meijun Sun Donglin Wang 104 2 0 04 Dec 2024
OMENN: One Matrix to Explain Neural Networks Adam Wróbel Mikołaj Janusz Bartosz Zieliñski Dawid Rymarczyk FAtt AAML 80 0 0 03 Dec 2024
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INSIGHT: Explainable Weakly-Supervised Medical Image Analysis Wenbo Zhang Junyu Chen Christopher Kanan 79 0 0 02 Dec 2024
AVS-Net: Audio-Visual Scale Net for Self-supervised Monocular Metric Depth Estimation Xiaohu Liu Sascha Hornauer Fabien Moutarde Jialiang Lu SSL MDE 73 0 0 02 Dec 2024
Behavior Backdoor for Deep Learning Models Jinqiao Wang Pengfei Zhang R. Tao Jian Yang Hao Liu Xianglong Liu Y. X. Wei Yao Zhao AAML 88 0 0 02 Dec 2024
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Explaining Object Detectors via Collective Contribution of Pixels Toshinori Yamauchi Hiroshi Kera K. Kawamoto ObjD FAtt 66 1 0 01 Dec 2024
Paint Outside the Box: Synthesizing and Selecting Training Data for Visual Grounding Zilin Du Haoxin Li Jianfei Yu Boyang Li 233 0 0 01 Dec 2024