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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
Classification of Breast Tumours Based on Histopathology Images Using Deep Features and Ensemble of Gradient Boosting Methods Mohammad Reza Abbasniya Sayed Ali Sheikholeslamzadeh H. Nasiri Samaneh Emami OOD 71 18 0 03 Sep 2022
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Explainable Artificial Intelligence Applications in Cyber Security: State-of-the-Art in Research Zhibo Zhang H. A. Hamadi Ernesto Damiani C. Yeun Fatma Taher AAML 106 164 0 31 Aug 2022
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Lesion-Specific Prediction with Discriminator-Based Supervised Guided Attention Module Enabled GANs in Multiple Sclerosis Jueqi Wang Derek Berger Erin L. Mazerolle J. Delamer J. Levman MedIm 107 0 0 30 Aug 2022
Correct-by-Construction Runtime Enforcement in AI -- A Survey Bettina Könighofer Roderick Bloem Rüdiger Ehlers Christian Pek 58 11 0 30 Aug 2022
Uncertainty-Induced Transferability Representation for Source-Free Unsupervised Domain Adaptation Jiangbo Pei Zhuqing Jiang Aidong Men Liang Chen Yang Liu Qingchao Chen 77 29 0 30 Aug 2022
Efficient Vision-Language Pretraining with Visual Concepts and Hierarchical Alignment Mustafa Shukor Guillaume Couairon Matthieu Cord VLM CLIP 100 27 0 29 Aug 2022
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Self-Supervised Face Presentation Attack Detection with Dynamic Grayscale Snippets Usman Muhammad Mourad Oussalah AAML CVBM 46 6 0 27 Aug 2022
Towards Benchmarking Explainable Artificial Intelligence Methods Lars Holmberg 30 5 0 25 Aug 2022
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A First Look at Dataset Bias in License Plate Recognition Rayson Laroca Marcelo Santos Valter Estevam Eduardo José da S. Luz David Menotti 56 14 0 23 Aug 2022
Global Concept-Based Interpretability for Graph Neural Networks via Neuron Analysis Xuanyuan Han Pietro Barbiero Dobrik Georgiev Lucie Charlotte Magister Pietro Lio MILM 74 41 0 22 Aug 2022
RIBAC: Towards Robust and Imperceptible Backdoor Attack against Compact DNN Huy Phan Cong Shi Yi Xie Tian-Di Zhang Zhuohang Li Tianming Zhao Jian-Dong Liu Yan Wang Ying-Cong Chen Bo Yuan AAML 78 6 0 22 Aug 2022
ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition Mengqi Xue Qihan Huang Haofei Zhang Lechao Cheng Mingli Song Ming-hui Wu Mingli Song ViT 109 56 0 22 Aug 2022
Optimising Chest X-Rays for Image Analysis by Identifying and Removing Confounding Factors S. Aslani Watjana Lilaonitkul Vaishnavi Gnanananthan D. Raj B. Rangelov A. Young Yipeng Hu P. Taylor Daniel C. Alexander Joseph Jacob 61 5 0 22 Aug 2022
TaCo: Textual Attribute Recognition via Contrastive Learning Chang Nie Yiqing Hu Yanqiu Qu Hao Liu Deqiang Jiang Bo Ren 86 0 0 22 Aug 2022
Identifying Auxiliary or Adversarial Tasks Using Necessary Condition Analysis for Adversarial Multi-task Video Understanding Stephen Su Sam Kwong Qingyu Zhao De-An Huang Juan Carlos Niebles Ehsan Adeli 75 0 0 22 Aug 2022
Forensic Dental Age Estimation Using Modified Deep Learning Neural Network I. Atas Cüneyt Özdemir Musa Atas Y. Dogan MedIm 43 18 0 21 Aug 2022
Causality-Inspired Taxonomy for Explainable Artificial Intelligence Pedro C. Neto Tiago B. Gonccalves João Ribeiro Pinto W. Silva Ana F. Sequeira Arun Ross Jaime S. Cardoso XAI 105 13 0 19 Aug 2022
Dispersed Pixel Perturbation-based Imperceptible Backdoor Trigger for Image Classifier Models Yulong Wang Minghui Zhao Shenghong Li Xinnan Yuan W. Ni 70 16 0 19 Aug 2022
MonaCoBERT: Monotonic attention based ConvBERT for Knowledge Tracing Unggi Lee Yonghyun Park Yujin Kim S. Choi Hyeoncheol Kim 60 7 0 19 Aug 2022
Discovering Bugs in Vision Models using Off-the-shelf Image Generation and Captioning Olivia Wiles Isabela Albuquerque Sven Gowal VLM 72 47 0 18 Aug 2022
Quantifying the Knowledge in a DNN to Explain Knowledge Distillation for Classification Quanshi Zhang Xu Cheng Yilan Chen Zhefan Rao 56 36 0 18 Aug 2022
Enhancing Targeted Attack Transferability via Diversified Weight Pruning Hung-Jui Wang Yuehua Wu Shang-Tse Chen AAML 69 2 0 18 Aug 2022
Learning Facial Liveness Representation for Domain Generalized Face Anti-spoofing Zih-Ching Chen Lin-Hsi Tsao Chin-Lun Fu Shang-Fu Chen Yu-Chiang Frank Wang CVBM 32 3 0 16 Aug 2022
HetVis: A Visual Analysis Approach for Identifying Data Heterogeneity in Horizontal Federated Learning Xumeng Wang Wei Chen Jiazhi Xia Zhen Wen Rongchen Zhu Tobias Schreck FedML 53 23 0 16 Aug 2022
The Weighting Game: Evaluating Quality of Explainability Methods Lassi Raatikainen Esa Rahtu FAtt XAI 36 5 0 12 Aug 2022
Detecting COVID-19 from digitized ECG printouts using 1D convolutional neural networks Thao Nguyen Hieu H. Pham Huy Le A. Nguyen Ngo Tien Thanh Cuong D. Do 54 12 0 10 Aug 2022
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Improving COVID-19 CT Classification of CNNs by Learning Parameter-Efficient Representation Yujia Xu Hak-Keung Lam Guangyu Jia Jian Jiang J. Liao Xinqi Bao OOD 91 71 0 09 Aug 2022
How Well Do Vision Transformers (VTs) Transfer To The Non-Natural Image Domain? An Empirical Study Involving Art Classification Vincent Tonkes M. Sabatelli ViT 63 6 0 09 Aug 2022
Abutting Grating Illusion: Cognitive Challenge to Neural Network Models Jinyu Fan Yi Zeng AAML 51 1 0 08 Aug 2022
CVLNet: Cross-View Semantic Correspondence Learning for Video-based Camera Localization Yujiao Shi Xin Yu Shanhe Wang Hongdong Li 95 16 0 07 Aug 2022
Generalizability Analysis of Graph-based Trajectory Predictor with Vectorized Representation Juanwu Lu Wei Zhan Masayoshi Tomizuka Yeping Hu 69 6 0 06 Aug 2022
A Survey on Visual Map Localization Using LiDARs and Cameras Mahdi Elhousni Xinming Huang 67 3 0 05 Aug 2022
Rethinking Degradation: Radiograph Super-Resolution via AID-SRGAN Y. Huang Qingzhong Wang S. Omachi OOD MedIm 91 11 0 05 Aug 2022
Differentially Private Counterfactuals via Functional Mechanism Fan Yang Qizhang Feng Kaixiong Zhou Jiahao Chen Helen Zhou 54 9 0 04 Aug 2022
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End-to-end deep learning for directly estimating grape yield from ground-based imagery A. Olenskyj B. Sams Zhenghao Fei Vishal Singh P. Raja G. Bornhorst J. M. Earles 59 28 0 04 Aug 2022
Image-based Detection of Surface Defects in Concrete during Construction Dominik Kuhnke Monika Kwiatkowski Olaf Hellwich 37 1 0 03 Aug 2022
Counterfactual Image Synthesis for Discovery of Personalized Predictive Image Markers Amar Kumar Anjun Hu Brennan Nichyporuk Jean-Pierre Falet Douglas L. Arnold Sotirios A. Tsaftaris Tal Arbel MedIm 65 10 0 03 Aug 2022