Understanding Deep Image Representations by Inverting Them

26 November 2014

Andrea Vedaldi

Papers citing "Understanding Deep Image Representations by Inverting Them"

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Title
Scene-driven Retrieval in Edited Videos using Aesthetic and Semantic Deep Features Lorenzo Baraldi C. Grana Rita Cucchiara 42 9 0 09 Apr 2016
Comparative Deep Learning of Hybrid Representations for Image Recommendations Chenyi Lei Dong Liu Weiping Li Zhengjun Zha Houqiang Li 77 112 0 05 Apr 2016
Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles M. Noroozi Paolo Favaro SSL 334 2,996 0 30 Mar 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 277 10,296 0 27 Mar 2016
Harnessing Deep Neural Networks with Logic Rules Zhiting Hu Xuezhe Ma Zhengzhong Liu Eduard H. Hovy Eric Xing AI4CE NAI 126 615 0 21 Mar 2016
Learning Image Matching by Simply Watching Video Gucan Long L. Kneip J. Álvarez Hongdong Li 60 205 0 19 Mar 2016
Understanding and Improving Convolutional Neural Networks via Concatenated Rectified Linear Units Wenling Shang Kihyuk Sohn Diogo Almeida Honglak Lee 98 506 0 16 Mar 2016
Visual Concept Recognition and Localization via Iterative Introspection Amir Rosenfeld S. Ullman 85 23 0 14 Mar 2016
Texture Networks: Feed-forward Synthesis of Textures and Stylized Images Dmitry Ulyanov V. Lebedev Andrea Vedaldi Victor Lempitsky 3DH 69 948 0 10 Mar 2016
Semantic Style Transfer and Turning Two-Bit Doodles into Fine Artworks A. Champandard GAN 102 248 0 05 Mar 2016
PCANet: An energy perspective Jiasong Wu Shijie Qiu Youyong Kong Longyu Jiang L. Senhadji H. Shu 23 19 0 03 Mar 2016
Weakly Supervised Localization using Deep Feature Maps Archith J. Bency H. Kwon Hyungtae Lee S. Karthikeyan B. S. Manjunath WSOL 79 73 0 01 Mar 2016
Representation of linguistic form and function in recurrent neural networks Ákos Kádár Grzegorz Chrupała Afra Alishahi 89 162 0 29 Feb 2016
Generating Images with Perceptual Similarity Metrics based on Deep Networks Alexey Dosovitskiy Thomas Brox DRL GAN 209 1,144 0 08 Feb 2016
Disentangled Representations in Neural Models William F. Whitney OOD OCL DRL 137 18 0 07 Feb 2016
Unsupervised Regenerative Learning of Hierarchical Features in Spiking Deep Networks for Object Recognition Priyadarshini Panda Kaushik Roy BDL SSL 75 104 0 03 Feb 2016
Locally-Supervised Deep Hybrid Model for Scene Recognition Sheng Guo Weilin Huang Limin Wang Yu Qiao 93 54 0 27 Jan 2016
Relief R-CNN : Utilizing Convolutional Features for Fast Object Detection Guiying Li Junlong Liu Chunhui Jiang Liangpeng Zhang Minlong Lin Ke Tang ObjD 68 7 0 25 Jan 2016
Combining Markov Random Fields and Convolutional Neural Networks for Image Synthesis Chuan Li Michael Wand 105 771 0 18 Jan 2016
Learning Deep Features for Discriminative Localization Bolei Zhou A. Khosla Àgata Lapedriza A. Oliva Antonio Torralba SSL SSeg FAtt 454 9,365 0 14 Dec 2015
Visualizing Deep Convolutional Neural Networks Using Natural Pre-Images Aravindh Mahendran Andrea Vedaldi FAtt 123 536 0 07 Dec 2015
Predicting and visualizing psychological attributions with a deep neural network Edward Grant Stephan Sahm M. Zabihi Marcel van Gerven FAtt CVBM 14 2 0 04 Dec 2015
Analyzing Classifiers: Fisher Vectors and Deep Neural Networks Sebastian Bach Alexander Binder G. Montavon K. Müller Wojciech Samek 87 199 0 01 Dec 2015
Design of Kernels in Convolutional Neural Networks for Image Classification Zhun Sun Mete Ozay Takayuki Okatani 64 22 0 30 Nov 2015
Convergent Learning: Do different neural networks learn the same representations? Yixuan Li J. Yosinski Jeff Clune Hod Lipson John E. Hopcroft SSL 172 372 0 24 Nov 2015
What Happened to My Dog in That Network: Unraveling Top-down Generators in Convolutional Neural Networks Patrick W. Gallagher Shuai Tang Zhuowen Tu 55 5 0 23 Nov 2015
Unsupervised learning of object semantic parts from internal states of CNNs by population encoding Jianyu Wang Zhishuai Zhang Cihang Xie Vittal Premachandran Alan Yuille 117 43 0 21 Nov 2015
A Simple Hierarchical Pooling Data Structure for Loop Closure Xiaohan Fei Konstantine Tsotsos Stefano Soatto 42 13 0 20 Nov 2015
DOC: Deep OCclusion Estimation From a Single Image Peng Wang Alan Yuille 109 39 0 20 Nov 2015
Deep Manifold Traversal: Changing Labels with Convolutional Features Jacob R. Gardner P. Upchurch Matt J. Kusner Yixuan Li Kilian Q. Weinberger Kavita Bala John E. Hopcroft 90 67 0 19 Nov 2015
Why are deep nets reversible: A simple theory, with implications for training Sanjeev Arora Yingyu Liang Tengyu Ma 98 54 0 18 Nov 2015
Return of Frustratingly Easy Domain Adaptation Baochen Sun Jiashi Feng Kate Saenko OOD 93 1,850 0 17 Nov 2015
Deep multi-scale video prediction beyond mean square error Michaël Mathieu Camille Couprie Yann LeCun GAN 296 1,884 0 17 Nov 2015
Visualizing and Understanding Deep Texture Representations Tsung-Yu Lin Subhransu Maji OOD 96 142 0 16 Nov 2015
Adversarial Manipulation of Deep Representations S. Sabour Yanshuai Cao Fartash Faghri David J. Fleet GAN AAML 155 287 0 16 Nov 2015
Understanding learned CNN features through Filter Decoding with Substitution Ivet Rafegas M. Vanrell SSL FAtt 19 2 0 16 Nov 2015
Analyzing Stability of Convolutional Neural Networks in the Frequency Domain E. J. Heravi H. H. Aghdam D. Puig FAtt 25 3 0 10 Nov 2015
Visual Language Modeling on CNN Image Representations Hiroharu Kato Tatsuya Harada FAtt 32 7 0 09 Nov 2015
A Century of Portraits: A Visual Historical Record of American High School Yearbooks Shiry Ginosar Kate Rakelly Sarah Sachs Brian Yin Crystal Lee Philipp Krahenbuhl Alexei A. Efros 95 113 0 09 Nov 2015
Generic decoding of seen and imagined objects using hierarchical visual features T. Horikawa Y. Kamitani 50 454 0 22 Oct 2015
Evaluating the visualization of what a Deep Neural Network has learned Wojciech Samek Alexander Binder G. Montavon Sebastian Lapuschkin K. Müller XAI 145 1,205 0 21 Sep 2015
A Neural Algorithm of Artistic Style Leon A. Gatys Alexander S. Ecker Matthias Bethge GAN 201 2,874 0 26 Aug 2015
What is Holding Back Convnets for Detection? Bojan Pepik Rodrigo Benenson Tobias Ritschel Bernt Schiele ObjD 108 65 0 12 Aug 2015
Understanding Intra-Class Knowledge Inside CNN D. Wei Bolei Zhou Antonio Torrabla William Freeman FAtt SSL 101 88 0 09 Jul 2015
Discovering Characteristic Landmarks on Ancient Coins using Convolutional Networks Jongpil Kim Vladimir Pavlovic 41 14 0 30 Jun 2015
Understanding Neural Networks Through Deep Visualization J. Yosinski Jeff Clune Anh Totti Nguyen Thomas J. Fuchs Hod Lipson FAtt AI4CE 147 1,877 0 22 Jun 2015
Unveiling the Dreams of Word Embeddings: Towards Language-Driven Image Generation Angeliki Lazaridou T. Nguyen Raffaella Bernardi Marco Baroni 22 6 0 10 Jun 2015
Inverting Visual Representations with Convolutional Networks Alexey Dosovitskiy Thomas Brox SSL FAtt 122 670 0 09 Jun 2015
Understanding deep features with computer-generated imagery Mathieu Aubry Bryan C. Russell 93 149 0 03 Jun 2015
Visualizing and Understanding Neural Models in NLP Jiwei Li Xinlei Chen Eduard H. Hovy Dan Jurafsky MILM FAtt 110 707 0 02 Jun 2015