Understanding Deep Image Representations by Inverting Them

26 November 2014

Andrea Vedaldi

Papers citing "Understanding Deep Image Representations by Inverting Them"

38 / 338 papers shown

Title
cvpaper.challenge in 2015 - A review of CVPR2015 and DeepSurvey Hirokatsu Kataoka Yudai Miyashita Tomoaki K. Yamabe Soma Shirakabe Shin-ichi Sato ... Kaori Abe Takaaki Imanari Naomichi Kobayashi Shinichiro Morita Akio Nakamura 24 2 0 26 May 2016
Makeup like a superstar: Deep Localized Makeup Transfer Network Si Liu Xinyu Ou Ruihe Qian Wei Wang Xiaochun Cao OOD 31 89 0 25 Apr 2016
Towards Better Analysis of Deep Convolutional Neural Networks Mengchen Liu Jiaxin Shi Zerui Li Chongxuan Li Jun Zhu Shixia Liu HAI 45 471 0 24 Apr 2016
Convolutional Two-Stream Network Fusion for Video Action Recognition Christoph Feichtenhofer A. Pinz Andrew Zisserman 69 2,605 0 22 Apr 2016
Right whale recognition using convolutional neural networks Andrei Polzounov Ilmira Terpugova Deividas Skiparis A. Mihai 26 12 0 19 Apr 2016
Precomputed Real-Time Texture Synthesis with Markovian Generative Adversarial Networks Chuan Li Michael Wand GAN 42 1,431 0 15 Apr 2016
Scene-driven Retrieval in Edited Videos using Aesthetic and Semantic Deep Features Lorenzo Baraldi C. Grana Rita Cucchiara 14 9 0 09 Apr 2016
Comparative Deep Learning of Hybrid Representations for Image Recommendations Chenyi Lei Dong Liu Weiping Li Zhengjun Zha Houqiang Li 28 112 0 05 Apr 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 93 10,176 0 27 Mar 2016
Understanding and Improving Convolutional Neural Networks via Concatenated Rectified Linear Units Wenling Shang Kihyuk Sohn Diogo Almeida Honglak Lee 24 500 0 16 Mar 2016
Visual Concept Recognition and Localization via Iterative Introspection Amir Rosenfeld S. Ullman 41 23 0 14 Mar 2016
Texture Networks: Feed-forward Synthesis of Textures and Stylized Images Dmitry Ulyanov V. Lebedev Andrea Vedaldi Victor Lempitsky 3DH 14 943 0 10 Mar 2016
Semantic Style Transfer and Turning Two-Bit Doodles into Fine Artworks A. Champandard GAN 20 248 0 05 Mar 2016
Weakly Supervised Localization using Deep Feature Maps Archith J. Bency H. Kwon Hyungtae Lee S. Karthikeyan B. S. Manjunath WSOL 30 73 0 01 Mar 2016
Representation of linguistic form and function in recurrent neural networks Ákos Kádár Grzegorz Chrupała Afra Alishahi 27 162 0 29 Feb 2016
Disentangled Representations in Neural Models William F. Whitney OOD OCL DRL 30 18 0 07 Feb 2016
Relief R-CNN : Utilizing Convolutional Features for Fast Object Detection Guiying Li Junlong Liu Chunhui Jiang Liangpeng Zhang Minlong Lin Ke Tang ObjD 29 7 0 25 Jan 2016
Analyzing Classifiers: Fisher Vectors and Deep Neural Networks Sebastian Bach Alexander Binder G. Montavon K. Müller Wojciech Samek 35 198 0 01 Dec 2015
A Simple Hierarchical Pooling Data Structure for Loop Closure Xiaohan Fei Konstantine Tsotsos Stefano Soatto 27 13 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 J. Hopcroft 34 65 0 19 Nov 2015
Why are deep nets reversible: A simple theory, with implications for training Sanjeev Arora Yingyu Liang Tengyu Ma 19 54 0 18 Nov 2015
Deep multi-scale video prediction beyond mean square error Michaël Mathieu Camille Couprie Yann LeCun GAN 77 1,878 0 17 Nov 2015
Visualizing and Understanding Deep Texture Representations Tsung-Yu Lin Subhransu Maji OOD 27 142 0 16 Nov 2015
Adversarial Manipulation of Deep Representations S. Sabour Yanshuai Cao Fartash Faghri David J. Fleet GAN AAML 35 286 0 16 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 31 113 0 09 Nov 2015
Generic decoding of seen and imagined objects using hierarchical visual features T. Horikawa Y. Kamitani 17 444 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 74 1,180 0 21 Sep 2015
What is Holding Back Convnets for Detection? Bojan Pepik Rodrigo Benenson Tobias Ritschel Bernt Schiele ObjD 24 64 0 12 Aug 2015
Understanding Neural Networks Through Deep Visualization J. Yosinski Jeff Clune Anh Totti Nguyen Thomas J. Fuchs Hod Lipson FAtt AI4CE 64 1,864 0 22 Jun 2015
Inverting Visual Representations with Convolutional Networks Alexey Dosovitskiy Thomas Brox SSL FAtt 39 661 0 09 Jun 2015
Understanding deep features with computer-generated imagery Mathieu Aubry Bryan C. Russell 24 148 0 03 Jun 2015
Visualizing and Understanding Neural Models in NLP Jiwei Li Xinlei Chen Eduard H. Hovy Dan Jurafsky MILM FAtt 32 703 0 02 Jun 2015
See the Difference: Direct Pre-Image Reconstruction and Pose Estimation by Differentiating HOG Walon Wei-Chen Chiu Mario Fritz 26 15 0 04 May 2015
Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy? Raja Giryes Guillermo Sapiro A. Bronstein 45 187 0 30 Apr 2015
Anticipating Visual Representations from Unlabeled Video Carl Vondrick Hamed Pirsiavash Antonio Torralba 24 145 0 29 Apr 2015
Learning Deep Object Detectors from 3D Models Xingchao Peng Baochen Sun Karim Ali Kate Saenko 3DPC 3DV 35 59 0 22 Dec 2014
Visualizing and Comparing Convolutional Neural Networks Wei Yu Kuiyuan Yang Yalong Bai Huanjin Yao Y. Rui SSL 32 50 0 20 Dec 2014
On the Stability of Deep Networks Raja Giryes Guillermo Sapiro A. Bronstein 48 14 0 18 Dec 2014