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
Fully Convolutional Network with Multi-Step Reinforcement Learning for Image Processing Ryosuke Furuta Naoto Inoue T. Yamasaki 27 52 0 10 Nov 2018
Explaining Deep Learning Models - A Bayesian Non-parametric Approach Wenbo Guo Sui Huang Yunzhe Tao Masashi Sugiyama Lin Lin BDL 16 47 0 07 Nov 2018
Neural Image Compression for Gigapixel Histopathology Image Analysis David Tellez G. Litjens Jeroen van der Laak F. Ciompi 35 206 0 07 Nov 2018
Semantic bottleneck for computer vision tasks Apostolos Modas Seyed-Mohsen Moosavi-Dezfooli P. Frossard 22 15 0 06 Nov 2018
Explaining Explanations in AI Brent Mittelstadt Chris Russell Sandra Wachter XAI 30 661 0 04 Nov 2018
Classifying and Visualizing Emotions with Emotional DAN Ivona Tautkute Tomasz Trzciñski CVBM 30 16 0 23 Oct 2018
Brand > Logo: Visual Analysis of Fashion Brands M. Kiapour Robinson Piramuthu 21 7 0 23 Oct 2018
Machine Learning Methods for Track Classification in the AT-TPC M. Kuchera R. Ramanujan Jack Z. Taylor R. Strauss D. Bazin J. Bradt Ruiming Chen 24 32 0 21 Oct 2018
Semantic Aware Attention Based Deep Object Co-segmentation Hong Chen Yifei Huang Hideki Nakayama SSeg 27 73 0 16 Oct 2018
Co-Learning Feature Fusion Maps from PET-CT Images of Lung Cancer Ashnil Kumar M. Fulham D. Feng Jinman Kim MedIm 27 165 0 05 Oct 2018
Interpretable Spatio-temporal Attention for Video Action Recognition Lili Meng Bo Zhao B. Chang Gao Huang Wei Sun Fred Tung Leonid Sigal 33 83 0 01 Oct 2018
Temporal-Spatial Mapping for Action Recognition Xiaolin Song Cuiling Lan Wenjun Zeng Junliang Xing Jingyu Yang Xiaoyan Sun 33 48 0 11 Sep 2018
Learning to Zoom: a Saliency-Based Sampling Layer for Neural Networks Adrià Recasens Petr Kellnhofer Simon Stent Wojciech Matusik Antonio Torralba 36 131 0 10 Sep 2018
Faithful Multimodal Explanation for Visual Question Answering Jialin Wu Raymond J. Mooney 20 90 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 39 57 0 05 Sep 2018
Learning Vision-based Cohesive Flight in Drone Swarms Fabian Schilling Julien Lecoeur Fabrizio Schiano Dario Floreano 27 25 0 03 Sep 2018
Pyramidal Recurrent Unit for Language Modeling Sachin Mehta Rik Koncel-Kedziorski Mohammad Rastegari Hannaneh Hajishirzi 21 10 0 27 Aug 2018
Targeted Nonlinear Adversarial Perturbations in Images and Videos R. Rey-de-Castro H. Rabitz AAML 19 10 0 27 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 21 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 31 207 0 13 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 38 35 0 08 Aug 2018
Learning Multi-scale Features for Foreground Segmentation Long Ang Lim H. Keles SSeg 30 178 0 04 Aug 2018
Sidekick Policy Learning for Active Visual Exploration Santhosh Kumar Ramakrishnan Kristen Grauman 44 29 0 29 Jul 2018
Grounding Visual Explanations Lisa Anne Hendricks Ronghang Hu Trevor Darrell Zeynep Akata FAtt 17 225 0 25 Jul 2018
Take a Look Around: Using Street View and Satellite Images to Estimate House Prices Stephen Law Brooks Paige Chris Russell 15 132 0 18 Jul 2018
CBAM: Convolutional Block Attention Module Sanghyun Woo Jongchan Park Joon-Young Lee In So Kweon 103 16,177 0 17 Jul 2018
Perception of Image Features in Post-Mortem Iris Recognition: Humans vs Machines Mateusz Trokielewicz A. Czajka P. Maciejewicz CVBM 18 2 0 11 Jul 2018
ChestNet: A Deep Neural Network for Classification of Thoracic Diseases on Chest Radiography Hongyu Wang Yong-quan Xia 26 106 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 32 356 0 08 Jul 2018
Parallel Convolutional Networks for Image Recognition via a Discriminator Shiqi Yang G. Peng 20 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 21 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 39 477 0 02 Jul 2018
This Looks Like That: Deep Learning for Interpretable Image Recognition Chaofan Chen Oscar Li Chaofan Tao A. Barnett Jonathan Su Cynthia Rudin 59 1,159 0 27 Jun 2018
xGEMs: Generating Examplars to Explain Black-Box Models Shalmali Joshi Oluwasanmi Koyejo Been Kim Joydeep Ghosh MLAU 25 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 27 135 0 22 Jun 2018
Gradient Adversarial Training of Neural Networks Ayan Sinha Zhao Chen Vijay Badrinarayanan Andrew Rabinovich AAML 30 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 24 82 0 19 Jun 2018
RISE: Randomized Input Sampling for Explanation of Black-box Models Vitali Petsiuk Abir Das Kate Saenko FAtt 82 1,154 0 19 Jun 2018
Conditional Affordance Learning for Driving in Urban Environments Axel Sauer Nikolay Savinov Andreas Geiger 18 186 0 18 Jun 2018
Hierarchical interpretations for neural network predictions Chandan Singh W. James Murdoch Bin Yu 31 145 0 14 Jun 2018
Self-Supervised Feature Learning by Learning to Spot Artifacts Simon Jenni Paolo Favaro SSL 150 127 0 13 Jun 2018
Understanding Patch-Based Learning by Explaining Predictions Christopher J. Anders G. Montavon Wojciech Samek K. Müller UQCV FAtt 33 6 0 11 Jun 2018
Localizing and Quantifying Damage in Social Media Images Xukun Li Xukun Li Doina Caragea Muhammad Imran 24 57 0 09 Jun 2018
Graph Saliency Maps through Spectral Convolutional Networks: Application to Sex Classification with Brain Connectivity Salim Arslan S. Ktena Ben Glocker Daniel Rueckert GNN 24 53 0 05 Jun 2018
Explaining Explanations: An Overview of Interpretability of Machine Learning Leilani H. Gilpin David Bau Ben Z. Yuan Ayesha Bajwa Michael A. Specter Lalana Kagal XAI 40 1,842 0 31 May 2018
Excitation Dropout: Encouraging Plasticity in Deep Neural Networks Andrea Zunino Sarah Adel Bargal Pietro Morerio Jianming Zhang Stan Sclaroff Vittorio Murino 21 23 0 23 May 2018
Enriched Long-term Recurrent Convolutional Network for Facial Micro-Expression Recognition Huai-Qian Khor John See Raphaël C.-W. Phan Weiyao Lin 19 165 0 22 May 2018
Classifier-agnostic saliency map extraction Konrad Zolna Krzysztof J. Geras Kyunghyun Cho 30 29 0 21 May 2018
A Theoretical Explanation for Perplexing Behaviors of Backpropagation-based Visualizations Weili Nie Yang Zhang Ankit B. Patel FAtt 16 151 0 18 May 2018
Exploring object-centric and scene-centric CNN features and their complementarity for human rights violations recognition in images Grigorios Kalliatakis Shoaib Ehsan A. Leonardis Klaus McDonald-Maier 31 13 0 12 May 2018