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
Understanding Non-optical Remote-sensed Images: Needs, Challenges and Ways Forward A. Mishra 20 1 0 23 Dec 2016
Microstructure Representation and Reconstruction of Heterogeneous Materials via Deep Belief Network for Computational Material Design Ruijin Cang Yaopengxiao Xu Shaohua Chen Yongming Liu Yang Jiao Max Yi Ren AI4CE 3DV 110 158 0 22 Dec 2016
Top-down Visual Saliency Guided by Captions Vasili Ramanishka Abir Das Jianming Zhang Kate Saenko 92 143 0 21 Dec 2016
Tinkering Under the Hood: Interactive Zero-Shot Learning with Net Surgery V. Krishnan Deva Ramanan 45 7 0 15 Dec 2016
Collaborative creativity with Monte-Carlo Tree Search and Convolutional Neural Networks Memo Akten M. Grierson 18 0 0 14 Dec 2016
Fast Patch-based Style Transfer of Arbitrary Style T. Chen Mark Schmidt 107 378 0 13 Dec 2016
Feedback Neural Network for Weakly Supervised Geo-Semantic Segmentation Xianming Liu Amy Zhang T. Tiecke A. Gros Thomas S. Huang 33 7 0 08 Dec 2016
Deep Multi-Modal Image Correspondence Learning Chen Liu Jiajun Wu Pushmeet Kohli Yasutaka Furukawa 28 5 0 05 Dec 2016
Adaptive Feature Abstraction for Translating Video to Text Yunchen Pu Martin Renqiang Min Zhe Gan Lawrence Carin 72 14 0 23 Nov 2016
Understanding Anatomy Classification Through Attentive Response Maps Devinder Kumar Vlado Menkovski Graham W. Taylor Alexander Wong FAtt HAI 23 3 0 19 Nov 2016
Inverting The Generator Of A Generative Adversarial Network Antonia Creswell Anil Anthony Bharath GAN 234 340 0 17 Nov 2016
Multimodal Transfer: A Hierarchical Deep Convolutional Neural Network for Fast Artistic Style Transfer Xin Eric Wang Geoffrey Oxholm Da Zhang Yuan-fang Wang GAN OffRL 88 168 0 17 Nov 2016
Deep Feature Interpolation for Image Content Changes P. Upchurch Jacob V. Gardner Geoff Pleiss Robert Pless Noah Snavely Kavita Bala Kilian Q. Weinberger 122 309 0 16 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 50 15 0 16 Nov 2016
One-to-Many Network for Visually Pleasing Compression Artifacts Reduction Jun Guo Hongyang Chao 89 89 0 15 Nov 2016
Growing Interpretable Part Graphs on ConvNets via Multi-Shot Learning Quanshi Zhang Ruiming Cao Ying Nian Wu Song-Chun Zhu 86 70 0 14 Nov 2016
A backward pass through a CNN using a generative model of its activations Hua-Yan Wang Anna Chen Yi Liu Dileep George D. Phoenix 35 0 0 08 Nov 2016
Gradients of Counterfactuals Mukund Sundararajan Ankur Taly Qiqi Yan FAtt 113 104 0 08 Nov 2016
Unsupervised Cross-Domain Image Generation Yaniv Taigman Adam Polyak Lior Wolf GAN OOD 116 1,003 0 07 Nov 2016
Learnable Visual Markers O. Grinchuk V. Lebedev Victor Lempitsky GAN 40 13 0 28 Oct 2016
Deep Identity-aware Transfer of Facial Attributes Mu Li W. Zuo David C. Zhang CVBM 110 149 0 18 Oct 2016
Digital Makeup from Internet Images Asad Khan Muhammad Ahmad Yudong Guo Ligang Liu DiffM 34 2 0 16 Oct 2016
Interpreting Neural Networks to Improve Politeness Comprehension Malika Aubakirova Joey Tianyi Zhou FAtt MILM 79 56 0 09 Oct 2016
Understanding intermediate layers using linear classifier probes Guillaume Alain Yoshua Bengio FAtt 212 959 0 05 Oct 2016
Recognizing and Presenting the Storytelling Video Structure with Deep Multimodal Networks Lorenzo Baraldi C. Grana Rita Cucchiara 78 49 0 05 Oct 2016
Example-Based Image Synthesis via Randomized Patch-Matching Yi Ren Yaniv Romano Michael Elad 3DV 61 9 0 23 Sep 2016
Understanding Convolutional Neural Networks with A Mathematical Model C.-C. Jay Kuo FAtt 64 375 0 14 Sep 2016
Towards Deep Compositional Networks Domen Tabernik Matej Kristan J. Wyatt A. Leonardis CoGe 76 18 0 13 Sep 2016
Approaching the Computational Color Constancy as a Classification Problem through Deep Learning Seoung Wug Oh Seon Joo Kim 3DV 58 101 0 29 Aug 2016
Convolutional Network for Attribute-driven and Identity-preserving Human Face Generation Mu Li W. Zuo David C. Zhang CVBM 70 51 0 23 Aug 2016
Every Filter Extracts A Specific Texture In Convolutional Neural Networks Zhiqiang Xia Ce Zhu Z. Wang Qi Guo Yipeng Liu FAtt 48 2 0 15 Aug 2016
Semantic Image Inpainting with Deep Generative Models Raymond A. Yeh Chen Chen Teck-Yian Lim Alex Schwing M. Hasegawa-Johnson Minh Do GAN VLM 100 1,176 0 26 Jul 2016
DeepWarp: Photorealistic Image Resynthesis for Gaze Manipulation Yaroslav Ganin Daniil Kononenko Diana Sungatullina Victor Lempitsky CVBM 86 122 0 25 Jul 2016
Do semantic parts emerge in Convolutional Neural Networks? Abel Gonzalez-Garcia Davide Modolo V. Ferrari 212 113 0 13 Jul 2016
A Taxonomy and Library for Visualizing Learned Features in Convolutional Neural Networks Felix Grün Christian Rupprecht Nassir Navab Federico Tombari SSL FAtt 66 76 0 24 Jun 2016
Augmenting Supervised Neural Networks with Unsupervised Objectives for Large-scale Image Classification Y. Zhang Kibok Lee Honglak Lee SSL 118 143 0 21 Jun 2016
A Powerful Generative Model Using Random Weights for the Deep Image Representation Kun He Yan Wang John E. Hopcroft 127 78 0 15 Jun 2016
Inverting face embeddings with convolutional neural networks A. Zhmoginov Mark Sandler 3DH CVBM 63 67 0 14 Jun 2016
The Mythos of Model Interpretability Zachary Chase Lipton FaML 214 3,739 0 10 Jun 2016
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 57 2 0 26 May 2016
DeepMovie: Using Optical Flow and Deep Neural Networks to Stylize Movies Alexander G. Anderson C. P. Berg Daniel P. Mossing Bruno A. Olshausen 144 29 0 26 May 2016
Matching Handwritten Document Images Praveen Krishnan C. V. Jawahar 51 56 0 19 May 2016
Adversarial Diversity and Hard Positive Generation Andras Rozsa Ethan M. Rudd Terrance E. Boult 112 257 0 05 May 2016
Makeup like a superstar: Deep Localized Makeup Transfer Network Si Liu Xinyu Ou Ruihe Qian Wei Wang Xiaochun Cao OOD 86 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 136 477 0 24 Apr 2016
Convolutional Two-Stream Network Fusion for Video Action Recognition Christoph Feichtenhofer A. Pinz Andrew Zisserman 238 2,616 0 22 Apr 2016
Right whale recognition using convolutional neural networks Andrei Polzounov Ilmira Terpugova Deividas Skiparis A. Mihai 67 12 0 19 Apr 2016
Precomputed Real-Time Texture Synthesis with Markovian Generative Adversarial Networks Chuan Li Michael Wand GAN 90 1,436 0 15 Apr 2016
Fast Object Localization Using a CNN Feature Map Based Multi-Scale Search Hyungtae Lee H. Kwon Archith J. Bency W. Nothwang ObjD 38 4 0 12 Apr 2016