Understanding Deep Image Representations by Inverting Them

26 November 2014

Andrea Vedaldi

Papers citing "Understanding Deep Image Representations by Inverting Them"

50 / 858 papers shown

Title
Functionality-Oriented Convolutional Filter Pruning Zhuwei Qin Fuxun Yu Chenchen Liu Xiang Chen 58 4 0 12 Oct 2018
Exposition and Interpretation of the Topology of Neural Networks Rickard Brüel-Gabrielsson Gunnar Carlsson FAtt 80 54 0 08 Oct 2018
Part-Level Convolutional Neural Networks for Pedestrian Detection Using Saliency and Boundary Box Alignment Inyong Yun Cheolkon Jung Xinran Wang Alfred Hero Joong Kyu Kim CVBM 35 11 0 01 Oct 2018
Déjà Vu: an empirical evaluation of the memorization properties of ConvNets Alexandre Sablayrolles Matthijs Douze Cordelia Schmid Hervé Jégou 54 18 0 17 Sep 2018
Neural Comic Style Transfer: Case Study Maciej Pesko Tomasz Trzciñski 121 3 0 05 Sep 2018
Image Manipulation with Perceptual Discriminators Diana Sungatullina Egor Zakharov Dmitry Ulyanov Victor Lempitsky GAN 82 22 0 05 Sep 2018
Nested multi-instance classification Alexander Stec Diego Klabjan J. Utke 15 0 0 30 Aug 2018
DeepTracker: Visualizing the Training Process of Convolutional Neural Networks Dongyu Liu Weiwei Cui Kai Jin Yuxiao Guo Huamin Qu HAI 56 35 0 26 Aug 2018
Text-to-image Synthesis via Symmetrical Distillation Networks Mingkuan Yuan Yuxin Peng DiffM 68 37 0 21 Aug 2018
Language Guided Fashion Image Manipulation with Feature-wise Transformations M. Günel Erkut Erdem Aykut Erdem 88 24 0 12 Aug 2018
Techniques for Interpretable Machine Learning Mengnan Du Ninghao Liu Helen Zhou FaML 103 1,098 0 31 Jul 2018
Diverse feature visualizations reveal invariances in early layers of deep neural networks Santiago A. Cadena Marissa A. Weis Leon A. Gatys Matthias Bethge Alexander S. Ecker FAtt 74 29 0 27 Jul 2018
A Style-Aware Content Loss for Real-time HD Style Transfer A. Sanakoyeu Dmytro Kotovenko Sabine Lang Bjorn Ommer 99 216 0 26 Jul 2018
Machine Learning Interpretability: A Science rather than a tool Abdul Karim Avinash Mishra M. A. Hakim Newton A. Sattar 56 6 0 18 Jul 2018
An Extensive Review on Spectral Imaging in Biometric Systems: Challenges and Advancements R. Munir Rizwan Ahmed Khan CVBM 91 19 0 16 Jul 2018
NEUZZ: Efficient Fuzzing with Neural Program Smoothing Dongdong She Kexin Pei Dave Epstein Junfeng Yang Baishakhi Ray Suman Jana 81 186 0 15 Jul 2018
Fuzzy Logic Interpretation of Quadratic Networks Fenglei Fan Ge Wang 73 7 0 04 Jul 2018
Confidential Inference via Ternary Model Partitioning Zhongshu Gu Heqing Huang Jialong Zhang D. Su Hani Jamjoom Ankita Lamba Dimitrios E. Pendarakis Ian Molloy 103 53 0 03 Jul 2018
Analysis of Invariance and Robustness via Invertibility of ReLU-Networks Jens Behrmann Sören Dittmer Pascal Fernsel Peter Maass 100 12 0 25 Jun 2018
Focusing on What is Relevant: Time-Series Learning and Understanding using Attention Phongtharin Vinayavekhin Subhajit Chaudhury Asim Munawar Don Joven Agravante Giovanni De Magistris Daiki Kimura Ryuki Tachibana AI4TS 54 24 0 22 Jun 2018
Interpretable Discovery in Large Image Data Sets K. Wagstaff Jake H. Lee 42 9 0 21 Jun 2018
Como funciona o Deep Learning M. Ponti G. B. P. D. Costa 44 14 0 20 Jun 2018
A Unified Framework for Generalizable Style Transfer: Style and Content Separation Yexun Zhang Ya Zhang Wenbin Cai 64 40 0 13 Jun 2018
Inverting Supervised Representations with Autoregressive Neural Density Models C. Nash Nate Kushman Christopher K. I. Williams DRL 64 25 0 01 Jun 2018
Respond-CAM: Analyzing Deep Models for 3D Imaging Data by Visualizations Guannan Zhao Bo Zhou Kaiwen Wang Rui Jiang Min Xu FAtt MedIm 71 48 0 31 May 2018
DeepMiner: Discovering Interpretable Representations for Mammogram Classification and Explanation Jimmy Wu Bolei Zhou D. Peck S. Hsieh V. Dialani Lester W. Mackey Genevieve Patterson FAtt MedIm 71 24 0 31 May 2018
How Important Is a Neuron? Kedar Dhamdhere Mukund Sundararajan Qiqi Yan FAtt GNN 82 132 0 30 May 2018
Getting to Know Low-light Images with The Exclusively Dark Dataset Y. P. Loh Chee Seng Chan 103 567 0 29 May 2018
Vehicle Instance Segmentation from Aerial Image and Video Using a Multi-Task Learning Residual Fully Convolutional Network Lichao Mou Xiaoxiang Zhu SSeg 65 155 0 26 May 2018
Semantic Network Interpretation Pei Guo Ryan Farrell MILM FAtt 36 0 0 23 May 2018
Unsupervised Learning of Neural Networks to Explain Neural Networks Quanshi Zhang Yu Yang Yuchen Liu Ying Nian Wu Song-Chun Zhu FAtt SSL 72 27 0 18 May 2018
Semi-Supervised Domain Adaptation with Representation Learning for Semantic Segmentation across Time Assia Benbihi Matthieu Geist C´edric Pradalier OOD SSeg 24 0 0 10 May 2018
Neural Best-Buddies: Sparse Cross-Domain Correspondence Kfir Aberman Jing Liao Mingyi Shi Dani Lischinski Baoquan Chen Daniel Cohen-Or 67 41 0 10 May 2018
RiFCN: Recurrent Network in Fully Convolutional Network for Semantic Segmentation of High Resolution Remote Sensing Images Lichao Mou Xiaoxiang Zhu SSeg 180 77 0 05 May 2018
Detecting Linguistic Characteristics of Alzheimer's Dementia by Interpreting Neural Models Sweta Karlekar Tong Niu Joey Tianyi Zhou 43 109 0 17 Apr 2018
Multi-level Semantic Feature Augmentation for One-shot Learning Z. Chen Yanwei Fu Yinda Zhang Yu-Gang Jiang Xiangyang Xue Leonid Sigal 90 237 0 15 Apr 2018
Deep Painterly Harmonization Fujun Luan Sylvain Paris Eli Shechtman Kavita Bala 102 71 0 09 Apr 2018
Seeing Voices and Hearing Faces: Cross-modal biometric matching Arsha Nagrani Samuel Albanie Andrew Zisserman CVBM 116 221 0 01 Apr 2018
Understanding Autoencoders with Information Theoretic Concepts Shujian Yu José C. Príncipe AI4CE 144 136 0 30 Mar 2018
What Do We Understand About Convolutional Networks? Isma Hadji Richard P. Wildes FAtt 68 99 0 23 Mar 2018
What do Deep Networks Like to See? Sebastián M. Palacio Joachim Folz Jörn Hees Federico Raue Damian Borth Andreas Dengel SSL 51 30 0 22 Mar 2018
Thermal to Visible Synthesis of Face Images using Multiple Regions B. Riggan Nathan J. Short Shuowen Hu CVBM 60 34 0 20 Mar 2018
Visual Psychophysics for Making Face Recognition Algorithms More Explainable Brandon RichardWebster So Yon Kwon Christopher Clarizio Samuel E. Anthony Walter J. Scheirer CVBM 72 41 0 19 Mar 2018
Towards Explanation of DNN-based Prediction with Guided Feature Inversion Mengnan Du Ninghao Liu Qingquan Song Helen Zhou FAtt 108 127 0 19 Mar 2018
Correction by Projection: Denoising Images with Generative Adversarial Networks Subarna Tripathi Zachary Chase Lipton Truong Thao Nguyen 70 53 0 12 Mar 2018
An Introduction to Image Synthesis with Generative Adversarial Nets He Huang Philip S. Yu Changhu Wang GAN 91 187 0 12 Mar 2018
Interpreting Deep Classifier by Visual Distillation of Dark Knowledge Kai Xu Dae Hoon Park Chang Yi Charles Sutton HAI FAtt 82 26 0 11 Mar 2018
IcoRating: A Deep-Learning System for Scam ICO Identification Shuqing Bian Zhenpeng Deng F. Li Will Monroe Peng Shi ... Sikuang Wang William Yang Wang Arianna Yuan Tianwei Zhang Jiwei Li 55 37 0 08 Mar 2018
Egocentric Basketball Motion Planning from a Single First-Person Image Gedas Bertasius Aaron Chan Jianbo Shi EgoV 59 25 0 04 Mar 2018
IM2HEIGHT: Height Estimation from Single Monocular Imagery via Fully Residual Convolutional-Deconvolutional Network Lichao Mou Xiaoxiang Zhu MDE 96 120 0 28 Feb 2018