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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Title
BinaryCoP: Binary Neural Network-based COVID-19 Face-Mask Wear and Positioning Predictor on Edge Devices Nael Fasfous M. Vemparala Alexander Frickenstein Lukas Frickenstein W. Stechele CVBM 33 35 0 06 Feb 2021
Answer Questions with Right Image Regions: A Visual Attention Regularization Approach Yue Liu Yangyang Guo Jianhua Yin Xuemeng Song Weifeng Liu Liqiang Nie 31 28 0 03 Feb 2021
Interpretable COVID-19 Chest X-Ray Classification via Orthogonality Constraint Ella Y. Wang Anirudh Som Ankita Shukla Hongjun Choi Pavan Turaga OOD 51 3 0 02 Feb 2021
SA-Net: Shuffle Attention for Deep Convolutional Neural Networks Qing-Long Zhang AI4TS 22 523 0 30 Jan 2021
TorchPRISM: Principal Image Sections Mapping, a novel method for Convolutional Neural Network features visualization Tomasz Szandała 23 1 0 27 Jan 2021
Visual explanation of black-box model: Similarity Difference and Uniqueness (SIDU) method Satya M. Muddamsetty M. N. Jahromi Andreea-Emilia Ciontos Laura M. Fenoy T. Moeslund AAML 45 26 0 26 Jan 2021
Deep Learning for Scene Classification: A Survey Delu Zeng Minyu Liao M. Tavakolian Yulan Guo Bolei Zhou D. Hu M. Pietikäinen Li Liu VLM 38 27 0 26 Jan 2021
Pre-training without Natural Images Hirokatsu Kataoka Kazushige Okayasu Asato Matsumoto Eisuke Yamagata Ryosuke Yamada Nakamasa Inoue Akio Nakamura Y. Satoh 81 117 0 21 Jan 2021
Coarse Temporal Attention Network (CTA-Net) for Driver's Activity Recognition Zachary Wharton Ardhendu Behera Yonghuai Liu Nikolaos Bessis 39 35 0 17 Jan 2021
COSMOS: Catching Out-of-Context Misinformation with Self-Supervised Learning Shivangi Aneja C. Bregler Matthias Nießner SSL 66 48 0 15 Jan 2021
Explainability of deep vision-based autonomous driving systems: Review and challenges Éloi Zablocki H. Ben-younes P. Pérez Matthieu Cord XAI 53 170 0 13 Jan 2021
Context Matters: Self-Attention for Sign Language Recognition Fares Ben Slimane Mohamed Bouguessa SLR 11 21 0 12 Jan 2021
Automated Detection of Patellofemoral Osteoarthritis from Knee Lateral View Radiographs Using Deep Learning: Data from the Multicenter Osteoarthritis Study (MOST) N. Bayramoglu M. Nieminen S. Saarakkala 13 20 0 12 Jan 2021
Explaining the Black-box Smoothly- A Counterfactual Approach Junyu Chen Yong Du Yufan He W. Paul Segars Ye Li MedIm FAtt 70 100 0 11 Jan 2021
Learning from Weakly-labeled Web Videos via Exploring Sub-Concepts Kunpeng Li Zizhao Zhang Guanhang Wu Xuehan Xiong Chen-Yu Lee Zhichao Lu Y. Fu Tomas Pfister 34 5 0 11 Jan 2021
End-to-end Prostate Cancer Detection in bpMRI via 3D CNNs: Effects of Attention Mechanisms, Clinical Priori and Decoupled False Positive Reduction A. Saha M. Hosseinzadeh Henkjan Huisman MedIm 45 130 0 08 Jan 2021
Deep Learning Models May Spuriously Classify Covid-19 from X-ray Images Based on Confounders K. B. Ahmed Lawrence Hall Dmitry Goldgof Gregory M. Goldgof Rahul Paul 16 3 0 08 Jan 2021
One-Class Classification: A Survey Pramuditha Perera Poojan Oza Vishal M. Patel 57 112 0 08 Jan 2021
Learning Temporal Dynamics from Cycles in Narrated Video Dave Epstein Jiajun Wu Cordelia Schmid Chen Sun AI4TS 45 14 0 07 Jan 2021
Explainable AI for Robot Failures: Generating Explanations that Improve User Assistance in Fault Recovery Devleena Das Siddhartha Banerjee Sonia Chernova 25 113 0 05 Jan 2021
Robust Machine Learning Systems: Challenges, Current Trends, Perspectives, and the Road Ahead Mohamed Bennai Mahum Naseer T. Theocharides C. Kyrkou O. Mutlu Lois Orosa Jungwook Choi OOD 81 100 0 04 Jan 2021
Local Black-box Adversarial Attacks: A Query Efficient Approach Tao Xiang Hangcheng Liu Shangwei Guo Tianwei Zhang X. Liao AAML MLAU 26 15 0 04 Jan 2021
Advances in Electron Microscopy with Deep Learning Jeffrey M. Ede 42 2 0 04 Jan 2021
Weakly-Supervised Saliency Detection via Salient Object Subitizing Xiaoyang Zheng Xin Tan Jie Zhou Lizhuang Ma Rynson W. H. Lau 45 18 0 04 Jan 2021
Weakly Supervised Multi-Object Tracking and Segmentation Idoia Ruiz Lorenzo Porzi Samuel Rota Buló Peter Kontschieder J. Serrat 48 9 0 03 Jan 2021
iGOS++: Integrated Gradient Optimized Saliency by Bilateral Perturbations Saeed Khorram T. Lawson Fuxin Li AAML FAtt 11 26 0 31 Dec 2020
Quantitative Evaluations on Saliency Methods: An Experimental Study Xiao-hui Li Yuhan Shi Haoyang Li Wei Bai Yuanwei Song Caleb Chen Cao Lei Chen FAtt XAI 47 18 0 31 Dec 2020
TransPose: Keypoint Localization via Transformer Sen Yang Zhibin Quan Mu Nie Wankou Yang ViT 145 263 0 28 Dec 2020
Playing to distraction: towards a robust training of CNN classifiers through visual explanation techniques David Morales Estefanía Talavera B. Remeseiro 34 6 0 28 Dec 2020
Inserting Information Bottlenecks for Attribution in Transformers Zhiying Jiang Raphael Tang Ji Xin Jimmy J. Lin 41 6 0 27 Dec 2020
Multi-modal Identification of State-Sponsored Propaganda on Social Media Xiaobo Guo Soroush Vosoughi 23 4 0 24 Dec 2020
Efficient and Visualizable Convolutional Neural Networks for COVID-19 Classification Using Chest CT A. Garg Salehi M. Rocca R. Garner D. Duncan 25 45 0 22 Dec 2020
Unbox the Blackbox: Predict and Interpret YouTube Viewership Using Deep Learning Jiaheng Xie Xinyu Liu HAI 33 10 0 21 Dec 2020
Dataset Security for Machine Learning: Data Poisoning, Backdoor Attacks, and Defenses Micah Goldblum Dimitris Tsipras Chulin Xie Xinyun Chen Avi Schwarzschild D. Song Aleksander Madry Yue Liu Tom Goldstein SILM 37 271 0 18 Dec 2020
Towards Robust Explanations for Deep Neural Networks Ann-Kathrin Dombrowski Christopher J. Anders K. Müller Pan Kessel FAtt 35 63 0 18 Dec 2020
Improving 3D convolutional neural network comprehensibility via interactive visualization of relevance maps: Evaluation in Alzheimer's disease M. Dyrba Moritz Hanzig S. Altenstein Sebastian Bader Tommaso Ballarini ... B. Ertl-Wagner M. Wagner J. Wiltfang F. Jessen S. Teipel FAtt MedIm 55 51 0 18 Dec 2020
TDN: Temporal Difference Networks for Efficient Action Recognition Limin Wang Zhan Tong Bin Ji Gangshan Wu 28 391 0 18 Dec 2020
Transformer Interpretability Beyond Attention Visualization Hila Chefer Shir Gur Lior Wolf 45 645 0 17 Dec 2020
TrojanZoo: Towards Unified, Holistic, and Practical Evaluation of Neural Backdoors Ren Pang Zheng Zhang Xiangshan Gao Zhaohan Xi S. Ji Peng Cheng Xiapu Luo Ting Wang AAML 29 31 0 16 Dec 2020
MELINDA: A Multimodal Dataset for Biomedical Experiment Method Classification Te-Lin Wu Shikhar Singh S. Paul Gully A. Burns Nanyun Peng 30 18 0 16 Dec 2020
Developing Future Human-Centered Smart Cities: Critical Analysis of Smart City Security, Interpretability, and Ethical Challenges Kashif Ahmad Majdi Maabreh M. Ghaly Khalil Khan Junaid Qadir Ala I. Al-Fuqaha 32 142 0 14 Dec 2020
Aggregative Self-Supervised Feature Learning from a Limited Sample Jiuwen Zhu Yuexiang Li S. Kevin Zhou SSL 27 0 0 14 Dec 2020
HaS-Nets: A Heal and Select Mechanism to Defend DNNs Against Backdoor Attacks for Data Collection Scenarios Hassan Ali Surya Nepal S. Kanhere S. Jha AAML 27 12 0 14 Dec 2020
Demystifying Deep Neural Networks Through Interpretation: A Survey Giang Dao Minwoo Lee FaML FAtt 22 1 0 13 Dec 2020
AIforCOVID: predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study Paolo Soda N. DÁmico J. Tessadori G. Valbusa V. Guarrasi ... Alessio Del Bue F. Tedoldi Marco Alì Diego Sona S. Papa 24 74 0 11 Dec 2020
Understanding Learned Reward Functions Eric J. Michaud Adam Gleave Stuart J. Russell XAI OffRL 30 33 0 10 Dec 2020
This Face Does Not Exist ... But It Might Be Yours! Identity Leakage in Generative Models Patrick J. Tinsley A. Czajka Patrick Flynn CVBM GAN 44 40 0 10 Dec 2020
Debiased-CAM to mitigate image perturbations with faithful visual explanations of machine learning Wencan Zhang Mariella Dimiccoli Brian Y. Lim FAtt 34 18 0 10 Dec 2020
Machine Learning for Cataract Classification and Grading on Ophthalmic Imaging Modalities: A Survey Xiaoqin Zhang Yan Hu Zunjie Xiao Jiansheng Fang Risa Higashita Jiang-Dong Liu 56 41 0 09 Dec 2020
CASTing Your Model: Learning to Localize Improves Self-Supervised Representations Ramprasaath R. Selvaraju Karan Desai Justin Johnson Nikhil Naik SSL 36 79 0 08 Dec 2020