Inverting Visual Representations with Convolutional Networks

9 June 2015

Alexey Dosovitskiy

Thomas Brox

SSL

FAtt

ArXiv PDF HTML

Papers citing "Inverting Visual Representations with Convolutional Networks"

23 / 123 papers shown

Title
Learning Uncertain Convolutional Features for Accurate Saliency Detection Pingping Zhang D. Wang Huchuan Lu Hongyu Wang Baocai Yin 30 429 0 07 Aug 2017
Towards Understanding the Invertibility of Convolutional Neural Networks A. Gilbert Yi Zhang Kibok Lee Y. Zhang Honglak Lee 16 64 0 24 May 2017
Randomness in Deconvolutional Networks for Visual Representation Kun He Jingbo Wang Man Zhu Yao Shu Mengxiao Zhang Pan Zhou Liwei Wang J. Hopcroft 21 6 0 02 Apr 2017
Axiomatic Attribution for Deep Networks Mukund Sundararajan Ankur Taly Qiqi Yan OOD FAtt 36 5,863 0 04 Mar 2017
Synthesizing Normalized Faces from Facial Identity Features Forrester Cole David Belanger Dilip Krishnan Aaron Sarna Inbar Mosseri William T. Freeman 3DH CVBM 37 141 0 17 Jan 2017
Stacked Generative Adversarial Networks Xun Huang Yixuan Li Omid Poursaeed J. Hopcroft Serge J. Belongie GAN 22 458 0 13 Dec 2016
VisualBackProp: efficient visualization of CNNs Mariusz Bojarski A. Choromańska K. Choromanski Bernhard Firner L. Jackel Urs Muller Karol Zieba FAtt 36 74 0 16 Nov 2016
Growing Interpretable Part Graphs on ConvNets via Multi-Shot Learning Quanshi Zhang Ruiming Cao Ying Nian Wu Song-Chun Zhu 21 70 0 14 Nov 2016
Understanding intermediate layers using linear classifier probes Guillaume Alain Yoshua Bengio FAtt 53 897 0 05 Oct 2016
Understanding Convolutional Neural Networks with A Mathematical Model C.-C. Jay Kuo FAtt 21 371 0 14 Sep 2016
What makes ImageNet good for transfer learning? Minyoung Huh Pulkit Agrawal Alexei A. Efros OOD SSeg VLM SSL 62 671 0 30 Aug 2016
Semantic Image Inpainting with Deep Generative Models Raymond A. Yeh Chen Chen Teck-Yian Lim A. Schwing M. Hasegawa-Johnson Minh Do GAN VLM 36 1,169 0 26 Jul 2016
Spatially Supervised Recurrent Convolutional Neural Networks for Visual Object Tracking G. Ning Zhi Zhang Chen Huang Zhihai He Xiaobo Ren Haohong Wang 34 245 0 19 Jul 2016
Identifying individual facial expressions by deconstructing a neural network F. Arbabzadah G. Montavon K. Müller Wojciech Samek CVBM FAtt 30 31 0 23 Jun 2016
The Latin American Giant Observatory: a successful collaboration in Latin America based on Cosmic Rays and computer science domains Hernán Asorey R. Mayo-García L. Núñez M. Pascual A. J. Rubio-Montero M. Suárez-Durán L. A. Torres-Niño 31 5 0 30 May 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
Synthetic Data for Text Localisation in Natural Images Ankush Gupta Andrea Vedaldi Andrew Zisserman 78 1,418 0 22 Apr 2016
Perceptual Losses for Real-Time Style Transfer and Super-Resolution Justin Johnson Alexandre Alahi Li Fei-Fei SupR 48 10,168 0 27 Mar 2016
Multifaceted Feature Visualization: Uncovering the Different Types of Features Learned By Each Neuron in Deep Neural Networks Anh Totti Nguyen J. Yosinski Jeff Clune 19 323 0 11 Feb 2016
Visualizing and Understanding Deep Texture Representations Tsung-Yu Lin Subhransu Maji OOD 19 142 0 16 Nov 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
Exemplar Based Deep Discriminative and Shareable Feature Learning for Scene Image Classification Zhen Zuo G. Wang Bing Shuai Lifan Zhao Qingxiong Yang 19 69 0 21 Aug 2015
Mining Mid-level Visual Patterns with Deep CNN Activations Yao Li Lingqiao Liu Chunhua Shen Anton Van Den Hengel 23 54 0 21 Jun 2015