Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

19 November 2015

Papers citing "Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks"

50 / 2,063 papers shown

Title
Disentangled Representation Learning in Cardiac Image Analysis A. Chartsias T. Joyce G. Papanastasiou M. Williams D. Newby R. Dharmakumar Sotirios A. Tsaftaris DRL 25 126 0 22 Mar 2019
Detecting GAN generated Fake Images using Co-occurrence Matrices L. Nataraj Tajuddin Manhar Mohammed S. Chandrasekaran A. Flenner Jawadul H. Bappy Amit K. Roy-Chowdhury B. S. Manjunath GAN 47 269 0 15 Mar 2019
Inserting Videos into Videos Donghoon Lee Tomas Pfister Ming-Hsuan Yang GAN 34 20 0 15 Mar 2019
MSG-GAN: Multi-Scale Gradients for Generative Adversarial Networks Animesh Karnewar Oliver Wang GAN 16 50 0 14 Mar 2019
Inferring Personalized Bayesian Embeddings for Learning from Heterogeneous Demonstration Rohan R. Paleja Matthew C. Gombolay 27 7 0 14 Mar 2019
Transfer Adaptation Learning: A Decade Survey Lei Zhang Xinbo Gao OOD 60 184 0 12 Mar 2019
Deep learning for molecular design - a review of the state of the art Daniel C. Elton Zois Boukouvalas M. Fuge Peter W. Chung AI4CE 3DV 29 327 0 11 Mar 2019
Interpolation Consistency Training for Semi-Supervised Learning Vikas Verma Kenji Kawaguchi Alex Lamb Arno Solin Arno Solin Yoshua Bengio David Lopez-Paz 39 757 0 09 Mar 2019
Unsupervised Data Imputation via Variational Inference of Deep Subspaces Adrian Dalca John Guttag M. Sabuncu DRL 23 13 0 08 Mar 2019
Adversarial Out-domain Examples for Generative Models Dario Pasquini Marco Mingione M. Bernaschi WIGM SILM AAML 23 6 0 07 Mar 2019
Alternating Phase Projected Gradient Descent with Generative Priors for Solving Compressive Phase Retrieval Rakib Hyder Viraj Shah Chinmay Hegde Ulugbek S. Kamilov 21 45 0 07 Mar 2019
Hierarchical Autoregressive Image Models with Auxiliary Decoders J. Fauw Sander Dieleman Karen Simonyan GAN 30 37 0 06 Mar 2019
Conditional GANs For Painting Generation A. Mufti Biagio Antonelli Julius Monello GAN 17 8 0 06 Mar 2019
Autonomy, Authenticity, Authorship and Intention in computer generated art Jon McCormack Toby Gifford P. Hutchings 16 70 0 06 Mar 2019
Towards a Uniform Architecture for the Efficient Implementation of 2D and 3D Deconvolutional Neural Networks on FPGAs Deguang Wang Junzhong Shen M. Wen Chunyuan Zhang 13 8 0 06 Mar 2019
Distinguishing mirror from glass: A 'big data' approach to material perception Hideki Tamura Konrad E. Prokott R. Fleming OOD AAML 22 9 0 05 Mar 2019
Accelerating Training of Deep Neural Networks with a Standardization Loss Jasmine Collins Johannes Ballé Jonathon Shlens 21 3 0 03 Mar 2019
Asymptotics of MAP Inference in Deep Networks Parthe Pandit Mojtaba Sahraee S. Rangan A. Fletcher 24 21 0 01 Mar 2019
Two-phase Hair Image Synthesis by Self-Enhancing Generative Model Haonan Qiu Chuan Wang Hang Zhu Xiangyu Zhu Jinjin Gu Xiaoguang Han 3DH GAN 11 12 0 28 Feb 2019
On the generalization of GAN image forensics Xinsheng Xuan Bo Peng Wei Wang Jing Dong CVBM 17 141 0 27 Feb 2019
Harmonic Unpaired Image-to-image Translation Rui Zhang Tomas Pfister Jia Li GAN 16 48 0 26 Feb 2019
MisGAN: Learning from Incomplete Data with Generative Adversarial Networks Steven Cheng-Xian Li Bo Jiang Benjamin M. Marlin GAN SyDa 14 167 0 25 Feb 2019
Generative Models for Low-Rank Video Representation and Reconstruction Rakib Hyder Ulugbek S. Kamilov GAN 27 11 0 25 Feb 2019
U-NetPlus: A Modified Encoder-Decoder U-Net Architecture for Semantic and Instance Segmentation of Surgical Instrument S. Hasan Cristian A. Linte MedIm 25 92 0 24 Feb 2019
GANSynth: Adversarial Neural Audio Synthesis Jesse Engel Kumar Krishna Agrawal Shuo Chen Ishaan Gulrajani Chris Donahue Adam Roberts 49 385 0 23 Feb 2019
Motion Corrected Multishot MRI Reconstruction Using Generative Networks with Sensitivity Encoding Muhammad Usman Muhammad Asim S. Latif B. Lee Junaid Qadir MedIm DiffM GAN 30 58 0 20 Feb 2019
LipschitzLR: Using theoretically computed adaptive learning rates for fast convergence Rahul Yedida Snehanshu Saha Tejas Prashanth ODL 25 12 0 20 Feb 2019
Fast Compressive Sensing Recovery Using Generative Models with Structured Latent Variables Shaojie Xu Sihan Zeng Justin Romberg GAN DiffM 27 16 0 19 Feb 2019
Generative Adversarial Networks Synthesize Realistic OCT Images of the Retina Stephen G. Odaibo M. D. M. S. M. S. MedIm GAN 13 7 0 18 Feb 2019
Fully-Featured Attribute Transfer De Xie Muli Yang Cheng Deng Wen Liu Dacheng Tao GAN DiffM 19 7 0 17 Feb 2019
DC-AL GAN: Pseudoprogression and True Tumor Progression of Glioblastoma Multiform Image Classification Based on DCGAN and AlexNet Meiyu Li Hailiang Tang M. Chan Xiaobo Zhou Xiaohua Qian MedIm AI4CE 36 51 0 16 Feb 2019
Towards Automated Melanoma Detection with Deep Learning: Data Purification and Augmentation Devansh Bisla A. Choromańska J. Stein D. Polsky R. Berman MedIm 34 17 0 16 Feb 2019
Engineered Self-Organization for Resilient Robot Self-Assembly with Minimal Surprise Tanja Katharina Kaiser Heiko Hamann 32 9 0 14 Feb 2019
Semi-Supervised Multitask Learning on Multispectral Satellite Images Using Wasserstein Generative Adversarial Networks (GANs) for Predicting Poverty Anthony Perez Swetava Ganguli Stefano Ermon G. Azzari Marshall Burke David B. Lobell GAN 21 38 0 13 Feb 2019
GAN- vs. JPEG2000 Image Compression for Distributed Automotive Perception: Higher Peak SNR Does Not Mean Better Semantic Segmentation Jonas Löhdefink Andreas Bär Nico M. Schmidt Fabian Hüger Peter Schlicht Tim Fingscheidt 29 15 0 12 Feb 2019
Exploring Explicit Domain Supervision for Latent Space Disentanglement in Unpaired Image-to-Image Translation Jianxin Lin Zhibo Chen Yingce Xia Sen Liu Tao Qin Jiebo Luo GAN 30 50 0 11 Feb 2019
A Minimal Template for Interactive Web-based Demonstrations of Musical Machine Learning Vibert Thio Hao-Min Liu Yin-Cheng Yeh Yi-Hsuan Yang 16 10 0 11 Feb 2019
(q,p)-Wasserstein GANs: Comparing Ground Metrics for Wasserstein GANs Anton Mallasto J. Frellsen Wouter Boomsma Aasa Feragen 22 15 0 10 Feb 2019
Reducing Uncertainty in Undersampled MRI Reconstruction with Active Acquisition Zizhao Zhang Adriana Romero Matthew Muckley Pascal Vincent Lin Yang M. Drozdzal 19 110 0 08 Feb 2019
Beholder-GAN: Generation and Beautification of Facial Images with Conditioning on Their Beauty Level Nir Diamant Dean Zadok Chaim Baskin Eli Schwartz A. Bronstein CVBM DiffM 22 32 0 07 Feb 2019
Illumination Invariant Foreground Object Segmentation using ForeGANs M. Sultana Soon Ki Jung GAN 14 2 0 07 Feb 2019
Collaborative Sampling in Generative Adversarial Networks Yuejiang Liu Parth Kothari Alexandre Alahi TTA 30 16 0 02 Feb 2019
Domain invariant hierarchical embedding for grocery products recognition A. Tonioni Luigi Di Stefano BDL 19 33 0 02 Feb 2019
Domain Discrepancy Measure for Complex Models in Unsupervised Domain Adaptation Jongyeong Lee Nontawat Charoenphakdee Seiichi Kuroki Masashi Sugiyama 18 11 0 30 Jan 2019
Progressive Augmentation of GANs Dan Zhang Anna Khoreva 27 27 0 29 Jan 2019
Generative Adversarial Networks for geometric surfaces prediction in injection molding Pierre Nagorny Thomas Lacombe H. Favrelière Maurice Pillet É. Pairel R. Goff Marlène Wali Jérôme Loureaux Patrice Kiener GAN AI4CE 11 2 0 29 Jan 2019
TGAN: Deep Tensor Generative Adversarial Nets for Large Image Generation Zihan Ding Xiao-Yang Liu Miao Yin Lingyu Kong GAN 23 27 0 28 Jan 2019
Attribute-Guided Sketch Generation Hao Tang Xinya Chen Wei Wang Dan Xu Jason J. Corso N. Sebe Yan Yan CVBM GAN 28 23 0 28 Jan 2019
Deconstructing Generative Adversarial Networks Banghua Zhu Jiantao Jiao David Tse 34 49 0 27 Jan 2019
Pixelated Semantic Colorization Jiaojiao Zhao Jiawei Han Ling Shao Cees G. M. Snoek 27 76 0 27 Jan 2019