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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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Predicting optical coherence tomography-derived diabetic macular edema grades from fundus photographs using deep learning A. Varadarajan Pinal Bavishi Paisan Ruamviboonsuk Peranut Chotcomwongse Subhashini Venugopalan ... J. Ledsam P. Keane G. Corrado L. Peng D. Webster MedIm 98 110 0 18 Oct 2018
Semantic Aware Attention Based Deep Object Co-segmentation Hong Chen Yifei Huang Hideki Nakayama SSeg 67 73 0 16 Oct 2018
Deep Attentive Tracking via Reciprocative Learning Shi Pu Yibing Song Chao Ma Honggang Zhang Ming-Hsuan Yang 83 166 0 09 Oct 2018
Co-Learning Feature Fusion Maps from PET-CT Images of Lung Cancer Ashnil Kumar M. Fulham Dagan Feng Jinman Kim MedIm 44 168 0 05 Oct 2018
Image as Data: Automated Visual Content Analysis for Political Science Jungseock Joo Zachary C. Steinert-Threlkeld 48 42 0 03 Oct 2018
Interpretable Spatio-temporal Attention for Video Action Recognition Lili Meng Bo Zhao B. Chang Gao Huang Wei Sun Fred Tung Leonid Sigal 101 83 0 01 Oct 2018
Automatic brain tumor grading from MRI data using convolutional neural networks and quality assessment Sérgio Pereira Raphael Meier Victor Alves M. Reyes Carlos Alberto Silva 40 81 0 25 Sep 2018
Pre and Post-hoc Diagnosis and Interpretation of Malignancy from Breast DCE-MRI Gabriel Maicas A. Bradley Jacinto C. Nascimento Ian Reid G. Carneiro 79 28 0 25 Sep 2018
MASON: A Model AgnoStic ObjectNess Framework K. J. Joseph V. Balasubramanian OCL 42 2 0 20 Sep 2018
Temporal-Spatial Mapping for Action Recognition Xiaolin Song Cuiling Lan Wenjun Zeng Junliang Xing Jingyu Yang Xiaoyan Sun 78 49 0 11 Sep 2018
Faithful Multimodal Explanation for Visual Question Answering Jialin Wu Raymond J. Mooney 77 91 0 08 Sep 2018
Zero Shot Learning for Code Education: Rubric Sampling with Deep Learning Inference Mike Wu Milan Mossé Noah D. Goodman Chris Piech AI4Ed UQCV HAI 83 58 0 05 Sep 2018
Learning Vision-based Cohesive Flight in Drone Swarms Fabian Schilling Julien Lecoeur Fabrizio Schiano Dario Floreano 54 25 0 03 Sep 2018
Explaining Character-Aware Neural Networks for Word-Level Prediction: Do They Discover Linguistic Rules? Fréderic Godin Kris Demuynck J. Dambre W. D. Neve T. Demeester AI4CE 82 17 0 28 Aug 2018
How do Convolutional Neural Networks Learn Design? Shailza Jolly Brian Kenji Iwana Ryohei Kuroki S. Uchida DiffM 55 14 0 25 Aug 2018
Dynamic Routing on Deep Neural Network for Thoracic Disease Classification and Sensitive Area Localization Yan Shen Mingchen Gao MedIm 66 53 0 17 Aug 2018
Treepedia 2.0: Applying Deep Learning for Large-scale Quantification of Urban Tree Cover B. Cai Xiaojiang Li Ian Seiferling C. Ratti 3DV 30 42 0 14 Aug 2018
Explaining the Unique Nature of Individual Gait Patterns with Deep Learning Fabian Horst Sebastian Lapuschkin Wojciech Samek K. Müller W. Schöllhorn AI4CE 63 213 0 13 Aug 2018
Weakly- and Semi-Supervised Panoptic Segmentation Qizhu Li Anurag Arnab Philip Torr 102 165 0 10 Aug 2018
Choose Your Neuron: Incorporating Domain Knowledge through Neuron-Importance Ramprasaath R. Selvaraju Prithvijit Chattopadhyay Mohamed Elhoseiny Tilak Sharma Dhruv Batra Devi Parikh Stefan Lee 90 37 0 08 Aug 2018
Deep Factorised Inverse-Sketching Kaiyue Pang Da Li Jifei Song Yi-Zhe Song Tao Xiang Timothy M. Hospedales 70 19 0 07 Aug 2018
Learning Multi-scale Features for Foreground Segmentation Long Ang Lim H. Keles SSeg 62 179 0 04 Aug 2018
Ask, Acquire, and Attack: Data-free UAP Generation using Class Impressions Konda Reddy Mopuri P. Uppala R. Venkatesh Babu AAML 68 85 0 03 Aug 2018
Analyzing Human-Human Interactions: A Survey Alexandros Stergiou R. Poppe 69 14 0 31 Jul 2018
Regional Multi-scale Approach for Visually Pleasing Explanations of Deep Neural Networks Dasom Seo Kanghan Oh Il-Seok Oh FAtt 44 23 0 31 Jul 2018
Sidekick Policy Learning for Active Visual Exploration Santhosh Kumar Ramakrishnan Kristen Grauman 139 29 0 29 Jul 2018
Grounding Visual Explanations Lisa Anne Hendricks Ronghang Hu Trevor Darrell Zeynep Akata FAtt 59 230 0 25 Jul 2018
Model Agnostic Saliency for Weakly Supervised Lesion Detection from Breast DCE-MRI Gabriel Maicas G. Snaauw A. Bradley Ian Reid G. Carneiro MedIm 60 14 0 20 Jul 2018
Improving Simple Models with Confidence Profiles Amit Dhurandhar Karthikeyan Shanmugam Ronny Luss Peder Olsen 71 46 0 19 Jul 2018
Take a Look Around: Using Street View and Satellite Images to Estimate House Prices Stephen Law Brooks Paige Chris Russell 60 136 0 18 Jul 2018
CBAM: Convolutional Block Attention Module Sanghyun Woo Jongchan Park Joon-Young Lee In So Kweon 231 16,679 0 17 Jul 2018
Presentation Attack Detection for Cadaver Iris Mateusz Trokielewicz A. Czajka P. Maciejewicz CVBM 48 24 0 11 Jul 2018
Perception of Image Features in Post-Mortem Iris Recognition: Humans vs Machines Mateusz Trokielewicz A. Czajka P. Maciejewicz CVBM 130 2 0 11 Jul 2018
ChestNet: A Deep Neural Network for Classification of Thoracic Diseases on Chest Radiography Hongyu Wang Yong-quan Xia 83 109 0 09 Jul 2018
Automatic Classification of Defective Photovoltaic Module Cells in Electroluminescence Images S. Deitsch Vincent Christlein S. Berger C. Buerhop‐Lutz Andreas Maier F. Gallwitz Christian Riess 76 365 0 08 Jul 2018
Parallel Convolutional Networks for Image Recognition via a Discriminator Shiqi Yang G. Peng 24 3 0 06 Jul 2018
Confidential Inference via Ternary Model Partitioning Zhongshu Gu Heqing Huang Jialong Zhang D. Su Hani Jamjoom Ankita Lamba Dimitrios E. Pendarakis Ian Molloy 85 53 0 03 Jul 2018
Women also Snowboard: Overcoming Bias in Captioning Models (Extended Abstract) Lisa Anne Hendricks Kaylee Burns Kate Saenko Trevor Darrell Anna Rohrbach 139 480 0 02 Jul 2018
A Benchmark for Interpretability Methods in Deep Neural Networks Sara Hooker D. Erhan Pieter-Jan Kindermans Been Kim FAtt UQCV 132 683 0 28 Jun 2018
This Looks Like That: Deep Learning for Interpretable Image Recognition Chaofan Chen Oscar Li Chaofan Tao A. Barnett Jonathan Su Cynthia Rudin 278 1,188 0 27 Jun 2018
Deep Feature Factorization For Concept Discovery Edo Collins R. Achanta Sabine Süsstrunk 78 92 0 26 Jun 2018
xGEMs: Generating Examplars to Explain Black-Box Models Shalmali Joshi Oluwasanmi Koyejo Been Kim Joydeep Ghosh MLAU 70 40 0 22 Jun 2018
Deep Drone Racing: Learning Agile Flight in Dynamic Environments Elia Kaufmann Antonio Loquercio René Ranftl Alexey Dosovitskiy V. Koltun Davide Scaramuzza 63 135 0 22 Jun 2018
Gradient Adversarial Training of Neural Networks Ayan Sinha Zhao Chen Vijay Badrinarayanan Andrew Rabinovich AAML 63 33 0 21 Jun 2018
Contrastive Explanations with Local Foil Trees J. V. D. Waa M. Robeer J. Diggelen Matthieu J. S. Brinkhuis Mark Antonius Neerincx FAtt 79 82 0 19 Jun 2018
RISE: Randomized Input Sampling for Explanation of Black-box Models Vitali Petsiuk Abir Das Kate Saenko FAtt 213 1,177 0 19 Jun 2018
Conditional Affordance Learning for Driving in Urban Environments Axel Sauer Nikolay Savinov Andreas Geiger 82 187 0 18 Jun 2018
Hierarchical interpretations for neural network predictions Chandan Singh W. James Murdoch Bin Yu 77 146 0 14 Jun 2018