Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

19 November 2015

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

50 / 2,072 papers shown

Title
Re-Training StyleGAN -- A First Step Towards Building Large, Scalable Synthetic Facial Datasets Viktor Varkarakis S. Bazrafkan Peter Corcoran GAN 19 4 0 24 Mar 2020
Pix2Shape: Towards Unsupervised Learning of 3D Scenes from Images using a View-based Representation Sai Rajeswar Fahim Mannan Florian Golemo Jérôme Parent-Lévesque David Vazquez Derek Nowrouzezahrai Aaron Courville 3DV 42 11 0 23 Mar 2020
Review of data analysis in vision inspection of power lines with an in-depth discussion of deep learning technology Xinyu Liu Xiren Miao Hao Jiang Jia Chen 25 11 0 22 Mar 2020
Deep Synthetic Minority Over-Sampling Technique Hadi Mansourifar W. Shi 18 33 0 22 Mar 2020
Few-Shot Learning with Geometric Constraints Hong G Jung Seong-Whan Lee 33 49 0 20 Mar 2020
Leveraging Frequency Analysis for Deep Fake Image Recognition Joel Frank Thorsten Eisenhofer Lea Schonherr Asja Fischer D. Kolossa Thorsten Holz 18 532 0 19 Mar 2020
Photo-Realistic Video Prediction on Natural Videos of Largely Changing Frames O. Shouno GAN 45 21 0 19 Mar 2020
OpenGAN: Open Set Generative Adversarial Networks Luke Ditria Benjamin J. Meyer Tom Drummond VLM AI4CE GAN 43 20 0 18 Mar 2020
Capsule GAN Using Capsule Network for Generator Architecture Kanako Marusaki Hiroshi Watanabe GAN 24 5 0 18 Mar 2020
AMIL: Adversarial Multi Instance Learning for Human Pose Estimation Pourya Shamsolmoali Masoumeh Zareapoor Huiyu Zhou Jie Yang GAN 23 6 0 18 Mar 2020
Watching the World Go By: Representation Learning from Unlabeled Videos Daniel Gordon Kiana Ehsani Dieter Fox Ali Farhadi SSL AI4TS 29 87 0 18 Mar 2020
A Novel Online Action Detection Framework from Untrimmed Video Streams Da-Hye Yoon Nam-Gyu Cho Seong-Whan Lee 38 20 0 17 Mar 2020
Multimodal Shape Completion via Conditional Generative Adversarial Networks Rundi Wu Xuelin Chen Yixin Zhuang Baoquan Chen 3DPC 22 85 0 17 Mar 2020
Guidance and Evaluation: Semantic-Aware Image Inpainting for Mixed Scenes Liang Liao Jing Xiao Zheng Wang Chia-Wen Lin Shiníchi Satoh 23 108 0 15 Mar 2020
From W-Net to CDGAN: Bi-temporal Change Detection via Deep Learning Techniques B. Hou Qingjie Liu Heng Wang Yunhong Wang 14 130 0 14 Mar 2020
Semantic Pyramid for Image Generation Assaf Shocher Yossi Gandelsman Inbar Mosseri Michal Yarom Michal Irani William T. Freeman Tali Dekel GAN 28 55 0 13 Mar 2020
Latent Space Subdivision: Stable and Controllable Time Predictions for Fluid Flow S. Wiewel Byungsoo Kim Vinicius Azevedo B. Solenthaler Nils Thuerey AI4CE 30 34 0 12 Mar 2020
Meta-CoTGAN: A Meta Cooperative Training Paradigm for Improving Adversarial Text Generation Haiyan Yin Dingcheng Li Xu Li P. Li 37 23 0 12 Mar 2020
An Empirical Evaluation on Robustness and Uncertainty of Regularization Methods Sanghyuk Chun Seong Joon Oh Sangdoo Yun Dongyoon Han Junsuk Choe Y. Yoo AAML OOD 345 53 0 09 Mar 2020
StyleGAN2 Distillation for Feed-forward Image Manipulation Yuri Viazovetskyi V. Ivashkin Evgenii Kashin 166 136 0 07 Mar 2020
Recovering compressed images for automatic crack segmentation using generative models Yong Huang Haoyu Zhang Hui Li Stephen Wu 19 27 0 06 Mar 2020
SketchyCOCO: Image Generation from Freehand Scene Sketches Chengying Gao Qi Liu Qi Xu Limin Wang Jianzhuang Liu C. Zou 29 115 0 05 Mar 2020
Natural Language Processing Advancements By Deep Learning: A Survey A. Torfi Rouzbeh A. Shirvani Yaser Keneshloo Nader Tavvaf Edward A. Fox AI4CE VLM 85 216 0 02 Mar 2020
Learn2Perturb: an End-to-end Feature Perturbation Learning to Improve Adversarial Robustness Ahmadreza Jeddi M. Shafiee Michelle Karg C. Scharfenberger A. Wong OOD AAML 72 63 0 02 Mar 2020
Learning Texture Invariant Representation for Domain Adaptation of Semantic Segmentation Myeongjin Kim H. Byun OOD 31 276 0 02 Mar 2020
Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image Translation Runfa Chen Wenbing Huang B. Huang F. Sun Bin Fang 25 163 0 29 Feb 2020
Augmented Cyclic Consistency Regularization for Unpaired Image-to-Image Translation Takehiko Ohkawa Naoto Inoue Hirokatsu Kataoka Nakamasa Inoue 27 6 0 29 Feb 2020
Inverse Graphics GAN: Learning to Generate 3D Shapes from Unstructured 2D Data Sebastian Lunz Yingzhen Li Andrew Fitzgibbon Nate Kushman 3DV GAN 24 54 0 28 Feb 2020
A U-Net Based Discriminator for Generative Adversarial Networks Edgar Schönfeld Bernt Schiele Anna Khoreva GAN 35 292 0 28 Feb 2020
xAI-GAN: Enhancing Generative Adversarial Networks via Explainable AI Systems Vineel Nagisetty Laura Graves Joseph Scott Vijay Ganesh GAN DRL 31 27 0 24 Feb 2020
Stochastic Latent Residual Video Prediction Jean-Yves Franceschi E. Delasalles Mickaël Chen Sylvain Lamprier Patrick Gallinari VGen 28 159 0 21 Feb 2020
GANs May Have No Nash Equilibria Farzan Farnia Asuman Ozdaglar GAN 40 43 0 21 Feb 2020
Learning Deep Kernels for Non-Parametric Two-Sample Tests Feng Liu Wenkai Xu Jie Lu Guangquan Zhang Arthur Gretton Danica J. Sutherland 24 177 0 21 Feb 2020
Enlarging Discriminative Power by Adding an Extra Class in Unsupervised Domain Adaptation H. Tran Sumyeong Ahn Taeyoung Lee Yung Yi 21 2 0 19 Feb 2020
Pores for thought: The use of generative adversarial networks for the stochastic reconstruction of 3D multi-phase electrode microstructures with periodic boundaries Andrea Gayon-Lombardo L. Mosser N. Brandon S. J. Cooper AI4CE 25 120 0 17 Feb 2020
Amplifying The Uncanny Terence Broad F. Leymarie M. Grierson 26 14 0 17 Feb 2020
Realistic River Image Synthesis using Deep Generative Adversarial Networks A. Gautam M. Sit Ibrahim Demir AI4CE GAN 27 49 0 14 Feb 2020
Deep S $^3$ PR: Simultaneous Source Separation and Phase Retrieval Using Deep Generative Models Christopher A. Metzler Gordon Wetzstein 20 11 0 14 Feb 2020
GANILLA: Generative Adversarial Networks for Image to Illustration Translation Samet Hicsonmez Nermin Samet Emre Akbas P. D. Sahin EGVM GAN 21 46 0 13 Feb 2020
Real or Not Real, that is the Question Yuanbo Xiangli Yubin Deng Bo Dai Chen Change Loy Dahua Lin GAN 84 47 0 12 Feb 2020
Improved Consistency Regularization for GANs Zhengli Zhao Sameer Singh Honglak Lee Zizhao Zhang Augustus Odena Han Zhang 32 153 0 11 Feb 2020
Smoothness and Stability in GANs Casey Chu Kentaro Minami Kenji Fukumizu GAN 24 56 0 11 Feb 2020
Cross-Modality Paired-Images Generation for RGB-Infrared Person Re-Identification Guanán Wang Tianzhu Zhang Jian Cheng Jianlong Chang Xu Liang Zeng-Huang Hou 33 294 0 10 Feb 2020
Unsupervised Discovery of Interpretable Directions in the GAN Latent Space A. Voynov Artem Babenko 55 418 0 10 Feb 2020
The Effect of Data Augmentation on Classification of Atrial Fibrillation in Short Single-Lead ECG Signals Using Deep Neural Networks F. Hatamian Nishant Ravikumar Sulaiman Vesal Felix P. Kemeth M. Struck Andreas Maier 24 32 0 07 Feb 2020
AI-GAN: Attack-Inspired Generation of Adversarial Examples Tao Bai Jun Zhao Jinlin Zhu Shoudong Han Jiefeng Chen Yue Liu Alex C. Kot GAN 39 48 0 06 Feb 2020
Fixed smooth convolutional layer for avoiding checkerboard artifacts in CNNs Yuma Kinoshita Hitoshi Kiya 28 19 0 06 Feb 2020
On Positive-Unlabeled Classification in GAN Tianyu Guo Chang Xu Jiajun Huang Yunhe Wang Boxin Shi Chao Xu Dacheng Tao GAN 24 35 0 04 Feb 2020
Deep Self-Supervised Representation Learning for Free-Hand Sketch Peng Xu Zeyu Song Qiyue Yin Yi-Zhe Song Liang Wang SSL 35 41 0 03 Feb 2020
A Machine Consciousness architecture based on Deep Learning and Gaussian Processes E.C. Garrido-Merchán M. Molina AI4CE 22 11 0 02 Feb 2020