Learning Deep Features for Discriminative Localization

14 December 2015

Antonio Torralba

Papers citing "Learning Deep Features for Discriminative Localization"

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Title
Generalized orderless pooling performs implicit salient matching Marcel Simon Yang Gao Trevor Darrell Joachim Denzler E. Rodner FAtt 73 42 0 01 May 2017
An Analysis of Action Recognition Datasets for Language and Vision Tasks Spandana Gella Frank Keller ObjD 46 11 0 24 Apr 2017
Solar Power Plant Detection on Multi-Spectral Satellite Imagery using Weakly-Supervised CNN with Feedback Features and m-PCNN Fusion Nevrez Imamoglu Motoki Kimura H. Miyamoto A. Fujita Ryosuke Nakamura 45 12 0 21 Apr 2017
Hide-and-Seek: Forcing a Network to be Meticulous for Weakly-supervised Object and Action Localization Krishna Kumar Singh Yong Jae Lee 121 682 0 13 Apr 2017
Explaining the Unexplained: A CLass-Enhanced Attentive Response (CLEAR) Approach to Understanding Deep Neural Networks Devinder Kumar Alexander Wong Graham W. Taylor 82 61 0 13 Apr 2017
Interpretable Explanations of Black Boxes by Meaningful Perturbation Ruth C. Fong Andrea Vedaldi FAtt AAML 93 1,528 0 11 Apr 2017
Mining Object Parts from CNNs via Active Question-Answering Quanshi Zhang Ruiming Cao Ying Nian Wu Song-Chun Zhu 67 25 0 11 Apr 2017
Object-Part Attention Model for Fine-grained Image Classification Yuxin Peng Xiangteng He Junjie Zhao OCL VLM 160 339 0 06 Apr 2017
It Takes Two to Tango: Towards Theory of AI's Mind Arjun Chandrasekaran Deshraj Yadav Prithvijit Chattopadhyay Viraj Prabhu Devi Parikh 108 55 0 03 Apr 2017
Diabetic Retinopathy Detection via Deep Convolutional Networks for Discriminative Localization and Visual Explanation Zhiguang Wang Jianbo Yang MedIm FAtt 93 108 0 31 Mar 2017
Object Region Mining with Adversarial Erasing: A Simple Classification to Semantic Segmentation Approach Yunchao Wei Jiashi Feng Xiaodan Liang Ming-Ming Cheng Yao-Min Zhao Shuicheng Yan 121 812 0 24 Mar 2017
Encouraging LSTMs to Anticipate Actions Very Early Mohammad Sadegh Ali Akbarian F. Saleh Mathieu Salzmann Basura Fernando L. Petersson Lars Andersson 96 170 0 21 Mar 2017
Improving Interpretability of Deep Neural Networks with Semantic Information Yinpeng Dong Hang Su Jun Zhu Bo Zhang 108 126 0 12 Mar 2017
Viraliency: Pooling Local Virality Xavier Alameda-Pineda Andrea Pilzer Dan Xu N. Sebe Elisa Ricci FAtt 57 21 0 11 Mar 2017
Skin Lesion Classification using Class Activation Map Xi Jia Linlin Shen 27 15 0 03 Mar 2017
Visualizing Deep Neural Network Decisions: Prediction Difference Analysis L. Zintgraf Taco S. Cohen T. Adel Max Welling FAtt 152 709 0 15 Feb 2017
Exploiting saliency for object segmentation from image level labels Seong Joon Oh Rodrigo Benenson Anna Khoreva Zeynep Akata Mario Fritz Bernt Schiele SSeg 406 201 0 28 Jan 2017
DeadNet: Identifying Phototoxicity from Label-free Microscopy Images of Cells using Deep ConvNets David Richmond Anna Payne-Tobin Jost Talley J. Lambert J. Waters H. Elliott 29 9 0 22 Jan 2017
Holistic Interstitial Lung Disease Detection using Deep Convolutional Neural Networks: Multi-label Learning and Unordered Pooling Mingchen Gao Ziyue Xu Le Lu Adam P. Harrison Ronald M. Summers D. Mollura 56 14 0 19 Jan 2017
What are the visual features underlying human versus machine vision? Drew Linsley S. Eberhardt T. Sharma Pankaj Gupta Thomas Serre 28 4 0 10 Jan 2017
Oriented Response Networks Yanzhao Zhou QiXiang Ye Qiang Qiu Jianbin Jiao 87 262 0 07 Jan 2017
Weakly Supervised Semantic Segmentation using Web-Crawled Videos Seunghoon Hong Donghun Yeo Suha Kwak Honglak Lee Bohyung Han 122 158 0 02 Jan 2017
Learning Visual N-Grams from Web Data Ang Li Allan Jabri Armand Joulin Laurens van der Maaten VLM 85 138 0 29 Dec 2016
Semantic Perceptual Image Compression using Deep Convolution Networks Aaditya (Adi) Prakash N. Moran Solomon Garber Antonella DiLillo J. Storer 124 83 0 27 Dec 2016
Top-down Visual Saliency Guided by Captions Vasili Ramanishka Abir Das Jianming Zhang Kate Saenko 78 143 0 21 Dec 2016
From Images to 3D Shape Attributes David Fouhey Abhinav Gupta Andrew Zisserman 3DV 3DPC 41 4 0 20 Dec 2016
Large-Scale Image Retrieval with Attentive Deep Local Features Hyeonwoo Noh A. Araújo Jack Sim Tobias Weyand Bohyung Han 3DV 140 774 0 19 Dec 2016
Recurrent Image Captioner: Describing Images with Spatial-Invariant Transformation and Attention Filtering Hao Liu Yang Yang Fumin Shen Lixin Duan Heng Tao Shen 65 9 0 15 Dec 2016
Paying More Attention to Attention: Improving the Performance of Convolutional Neural Networks via Attention Transfer Sergey Zagoruyko N. Komodakis 152 2,595 0 12 Dec 2016
Co-localization with Category-Consistent Features and Geodesic Distance Propagation Hieu M. Le Chen-Ping Yu G. Zelinsky Dimitris Samaras ObjD 66 21 0 10 Dec 2016
Bottom-Up Top-Down Cues for Weakly-Supervised Semantic Segmentation Qibin Hou P. Dokania Daniela Massiceti Yunchao Wei Ming-Ming Cheng Philip Torr 89 38 0 07 Dec 2016
Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning Jiasen Lu Caiming Xiong Devi Parikh R. Socher 138 1,458 0 06 Dec 2016
Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering Yash Goyal Tejas Khot D. Summers-Stay Dhruv Batra Devi Parikh CoGe 384 3,275 0 02 Dec 2016
Learning a Discriminative Filter Bank within a CNN for Fine-grained Recognition Yaming Wang Vlad I. Morariu L. Davis 75 10 0 29 Nov 2016
Predicting the Category and Attributes of Visual Search Targets Using Deep Gaze Pooling Hosnieh Sattar Andreas Bulling Mario Fritz 26 0 0 27 Nov 2016
Weakly Supervised Cascaded Convolutional Networks Ali Diba Vivek Sharma A. Pazandeh Hamed Pirsiavash Luc Van Gool WSOD 78 298 0 24 Nov 2016
Grad-CAM: Why did you say that? Ramprasaath R. Selvaraju Abhishek Das Ramakrishna Vedantam Michael Cogswell Devi Parikh Dhruv Batra FAtt 100 478 0 22 Nov 2016
Time Series Classification from Scratch with Deep Neural Networks: A Strong Baseline Zhiguang Wang Weizhong Yan Tim Oates AI4TS 129 1,664 0 20 Nov 2016
Deep Action- and Context-Aware Sequence Learning for Activity Recognition and Anticipation Mohammad Sadegh Ali Akbarian F. Saleh Basura Fernando Mathieu Salzmann L. Petersson Lars Andersson 23 11 0 17 Nov 2016
VisualBackProp: efficient visualization of CNNs Mariusz Bojarski A. Choromańska K. Choromanski Bernhard Firner L. Jackel Urs Muller Karol Zieba FAtt 88 74 0 16 Nov 2016
Backtracking Spatial Pyramid Pooling (SPP)-based Image Classifier for Weakly Supervised Top-down Salient Object Detection Hisham Cholakkal Jubin Johnson D. Rajan 47 15 0 16 Nov 2016
Growing Interpretable Part Graphs on ConvNets via Multi-Shot Learning Quanshi Zhang Ruiming Cao Ying Nian Wu Song-Chun Zhu 84 70 0 14 Nov 2016
Indoor Space Recognition using Deep Convolutional Neural Network: A Case Study at MIT Campus Fan Zhang Fábio Duarte Ruixian Ma Dimitrios Milioris Hui-Ching Lin C. Ratti 3DV 66 22 0 07 Oct 2016
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 446 20,227 0 07 Oct 2016
Visual Stability Prediction and Its Application to Manipulation Wenbin Li A. Leonardis Mario Fritz 88 36 0 15 Sep 2016
ContextLocNet: Context-Aware Deep Network Models for Weakly Supervised Localization Vadim Kantorov Maxime Oquab Minsu Cho Ivan Laptev WSOL 83 306 0 14 Sep 2016
Transferring Object-Scene Convolutional Neural Networks for Event Recognition in Still Images Limin Wang Zhe Wang Yu Qiao Luc Van Gool 83 6 0 01 Sep 2016
Top-down Neural Attention by Excitation Backprop Jianming Zhang Zhe Lin Jonathan Brandt Xiaohui Shen Stan Sclaroff 123 949 0 01 Aug 2016
End-to-End Image Super-Resolution via Deep and Shallow Convolutional Networks Yifan Wang Lijun Wang Hongyu Wang P. Li SupR OOD 72 140 0 26 Jul 2016
Automatic Attribute Discovery with Neural Activations Sirion Vittayakorn T. Umeda Kazuhiko Murasaki K. Sudo Takayuki Okatani Kota Yamaguchi 65 52 0 25 Jul 2016