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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
MADAN: Multi-source Adversarial Domain Aggregation Network for Domain Adaptation Sicheng Zhao Yue Liu Xiangyu Yue Pengfei Xu Kurt Keutzer OOD 74 65 0 19 Feb 2020
Learning Global Transparent Models Consistent with Local Contrastive Explanations Tejaswini Pedapati Avinash Balakrishnan Karthikeyan Shanmugam Amit Dhurandhar FAtt 41 0 0 19 Feb 2020
Interpreting Interpretations: Organizing Attribution Methods by Criteria Zifan Wang Piotr (Peter) Mardziel Anupam Datta Matt Fredrikson XAI FAtt 54 17 0 19 Feb 2020
Large-scale biometry with interpretable neural network regression on UK Biobank body MRI Taro Langner Robin Strand H. Ahlström J. Kullberg 98 22 0 17 Feb 2020
Breast Cancer Histopathology Image Classification and Localization using Multiple Instance Learning Abhijeet Patil Dipesh Tamboli S. Meena Deepak Anand A. Sethi 33 24 0 16 Feb 2020
Ensemble Deep Learning on Large, Mixed-Site fMRI Datasets in Autism and Other Tasks M. Leming Juan M Gorriz J. Suckling 36 52 0 14 Feb 2020
Classifying the classifier: dissecting the weight space of neural networks Gabriel Eilertsen Daniel Jonsson Timo Ropinski Jonas Unger Anders Ynnerman 71 54 0 13 Feb 2020
HypoML: Visual Analysis for Hypothesis-based Evaluation of Machine Learning Models Qianwen Wang W. Alexander J. Pegg Huamin Qu Min Chen VLM 63 10 0 12 Feb 2020
Self-explaining AI as an alternative to interpretable AI Daniel C. Elton 92 56 0 12 Feb 2020
An End-to-End Visual-Audio Attention Network for Emotion Recognition in User-Generated Videos Sicheng Zhao Yunsheng Ma Yang Gu Jufeng Yang Tengfei Xing Pengfei Xu Runbo Hu Hua Chai Kurt Keutzer 69 100 0 12 Feb 2020
Analysis Of Multi Field Of View Cnn And Attention Cnn On H&E Stained Whole-slide Images On Hepatocellular Carcinoma M. Sayici R. Yamashita Jeanne Shen 14 1 0 12 Feb 2020
The Devil is in the Channels: Mutual-Channel Loss for Fine-Grained Image Classification Dongliang Chang Yifeng Ding Jiyang Xie A. Bhunia Xiaoxu Li Zhanyu Ma Ming Wu Jun Guo Yi-Zhe Song 82 306 0 11 Feb 2020
Fine-grained Uncertainty Modeling in Neural Networks Rahul Soni Naresh Shah J. D. Moore UQCV 24 5 0 11 Feb 2020
OoDAnalyzer: Interactive Analysis of Out-of-Distribution Samples Changjian Chen Jun Yuan Yafeng Lu Yang Liu Hang Su Songtao Yuan Shixia Liu OODD 69 65 0 08 Feb 2020
Feature-map-level Online Adversarial Knowledge Distillation Inseop Chung Seonguk Park Jangho Kim Nojun Kwak GAN 94 131 0 05 Feb 2020
Concept Whitening for Interpretable Image Recognition Zhi Chen Yijie Bei Cynthia Rudin FAtt 109 323 0 05 Feb 2020
Supporting DNN Safety Analysis and Retraining through Heatmap-based Unsupervised Learning Hazem M. Fahmy F. Pastore M. Bagherzadeh Lionel C. Briand AI4CE AAML 69 30 0 03 Feb 2020
DANCE: Enhancing saliency maps using decoys Y. Lu Wenbo Guo Masashi Sugiyama William Stafford Noble AAML 85 14 0 03 Feb 2020
Interpretability of Blackbox Machine Learning Models through Dataview Extraction and Shadow Model creation Rupam Patir Shubham Singhal C. Anantaram Vikram Goyal 40 0 0 02 Feb 2020
Interpreting video features: a comparison of 3D convolutional networks and convolutional LSTM networks Joonatan Mänttäri Sofia Broomé John Folkesson Hedvig Kjellström FAtt 67 28 0 02 Feb 2020
Search for Better Students to Learn Distilled Knowledge Jindong Gu Volker Tresp 52 19 0 30 Jan 2020
Black-Box Saliency Map Generation Using Bayesian Optimisation Mamuku Mokuwe Michael G. Burke Anna Sergeevna Bosman FAtt 34 4 0 30 Jan 2020
Unsupervised Anomaly Detection for X-Ray Images Diana Davletshina Valentyn Melnychuk Viet Tran Hitansh Singla M. Berrendorf Evgeniy Faerman Michael Fromm Matthias Schubert 54 29 0 29 Jan 2020
Explaining with Counter Visual Attributes and Examples Sadaf Gulshad A. Smeulders XAI FAtt AAML 75 15 0 27 Jan 2020
Visualisation of Medical Image Fusion and Translation for Accurate Diagnosis of High Grade Gliomas Nishant Kumar Nico Hoffmann M. Kirsch Stefan Gumhold MedIm 36 3 0 26 Jan 2020
Proxy Tasks and Subjective Measures Can Be Misleading in Evaluating Explainable AI Systems Zana Buçinca Phoebe Lin Krzysztof Z. Gajos Elena L. Glassman ELM 90 288 0 22 Jan 2020
How Much Position Information Do Convolutional Neural Networks Encode? Md. Amirul Islam Sen Jia Neil D. B. Bruce SSL 269 349 0 22 Jan 2020
Deep learning-based prediction of response to HER2-targeted neoadjuvant chemotherapy from pre-treatment dynamic breast MRI: A multi-institutional validation study Nathaniel Braman M. Adoui M. Vulchi P. Turk M. Etesami ... V. Varadan D. Plecha M. Benjelloun J. Abraham A. Madabhushi 34 24 0 22 Jan 2020
Safety Concerns and Mitigation Approaches Regarding the Use of Deep Learning in Safety-Critical Perception Tasks Oliver Willers Sebastian Sudholt Shervin Raafatnia Stephanie Abrecht 106 80 0 22 Jan 2020
SAUNet: Shape Attentive U-Net for Interpretable Medical Image Segmentation Jesse Sun Fatemeh Darbeha M. Zaidi Bo Wang AAML 84 111 0 21 Jan 2020
Deceptive AI Explanations: Creation and Detection Johannes Schneider Christian Meske Michalis Vlachos 81 28 0 21 Jan 2020
Motif Difference Field: A Simple and Effective Image Representation of Time Series for Classification Yadong Zhang Xin Chen AI4TS 24 2 0 21 Jan 2020
Evaluating Weakly Supervised Object Localization Methods Right Junsuk Choe Seong Joon Oh Seungho Lee Sanghyuk Chun Zeynep Akata Hyunjung Shim WSOL 393 189 0 21 Jan 2020
SQuINTing at VQA Models: Introspecting VQA Models with Sub-Questions Ramprasaath R. Selvaraju Purva Tendulkar Devi Parikh Eric Horvitz Marco Tulio Ribeiro Besmira Nushi Ece Kamar LRM 57 14 0 20 Jan 2020
Machine learning and AI-based approaches for bioactive ligand discovery and GPCR-ligand recognition S. Raschka Benjamin Kaufman AI4CE 81 67 0 17 Jan 2020
Adapting Grad-CAM for Embedding Networks Lei Chen Jianhui Chen Hossein Hajimirsadeghi Greg Mori 73 57 0 17 Jan 2020
Efficient Facial Feature Learning with Wide Ensemble-based Convolutional Neural Networks Henrique Siqueira S. Magg S. Wermter CVBM 64 127 0 17 Jan 2020
Interpreting Galaxy Deblender GAN from the Discriminator's Perspective Heyi Li Yuewei Lin Klaus Mueller Wei Xu GAN 27 3 0 17 Jan 2020
Estimating and abstracting the 3D structure of bones using neural networks on X-ray (2D) images Jana Čavojská J. Petrasch Nicolas J. Lehmann A. Voisard Peter Böttcher MedIm 13 0 0 16 Jan 2020
Universal Adversarial Attack on Attention and the Resulting Dataset DAmageNet Sizhe Chen Zhengbao He Chengjin Sun Jie Yang Xiaolin Huang AAML 112 105 0 16 Jan 2020
Rethinking Motion Representation: Residual Frames with 3D ConvNets for Better Action Recognition Li Tao Xueting Wang T. Yamasaki 3DPC 66 24 0 16 Jan 2020
OralCam: Enabling Self-Examination and Awareness of Oral Health Using a Smartphone Camera Yuan Liang Hsuan-Wei Fan Zhujun Fang L. Miao Wen Li Xuan Zhang Weibin Sun Kun Wang Lei He Xiang Ánthony' Chen 53 37 0 16 Jan 2020
Making deep neural networks right for the right scientific reasons by interacting with their explanations P. Schramowski Wolfgang Stammer Stefano Teso Anna Brugger Xiaoting Shao Hans-Georg Luigs Anne-Katrin Mahlein Kristian Kersting 147 213 0 15 Jan 2020
Uncertainty-Aware Multi-Shot Knowledge Distillation for Image-Based Object Re-Identification Xin Jin Cuiling Lan Wenjun Zeng Zhibo Chen 82 107 0 15 Jan 2020
Extending Class Activation Mapping Using Gaussian Receptive Field Bum Jun Kim Gyogwon Koo Hyeyeon Choi Sang Woo Kim 38 7 0 15 Jan 2020
Relevance Prediction from Eye-movements Using Semi-interpretable Convolutional Neural Networks Nilavra Bhattacharya Somnath Rakshit J. Gwizdka P. Kogut 128 25 0 15 Jan 2020
An Adversarial Approach for the Robust Classification of Pneumonia from Chest Radiographs Joseph D. Janizek G. Erion A. DeGrave Su-In Lee OOD MedIm 66 29 0 13 Jan 2020
Understanding Graph Isomorphism Network for rs-fMRI Functional Connectivity Analysis Byung-Hoon Kim J. C. Ye AI4CE GNN 86 133 0 10 Jan 2020
On Interpretability of Artificial Neural Networks: A Survey Fenglei Fan Jinjun Xiong Mengzhou Li Ge Wang AAML AI4CE 94 317 0 08 Jan 2020
Zero-Shot Reinforcement Learning with Deep Attention Convolutional Neural Networks Sahika Genc S. Mallya S. Bodapati Tao Sun Yunzhe Tao 46 6 0 02 Jan 2020