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
G-PATE: Scalable Differentially Private Data Generator via Private Aggregation of Teacher Discriminators Yunhui Long Wei Ping Zhuolin Yang B. Kailkhura Aston Zhang C.A. Gunter Bo Li 22 72 0 21 Jun 2019
Algorithmic Guarantees for Inverse Imaging with Untrained Network Priors Gauri Jagatap Chinmay Hegde 26 70 0 20 Jun 2019
GAN-Knowledge Distillation for one-stage Object Detection Wanwei Wang Jin ke Yu Fan Zong ObjD 22 28 0 20 Jun 2019
Disentangled Inference for GANs with Latently Invertible Autoencoder Jiapeng Zhu Deli Zhao Bo Zhang Bolei Zhou GAN DRL 30 35 0 19 Jun 2019
Exemplar Guided Face Image Super-Resolution without Facial Landmarks Berk Dogan Shuhang Gu Radu Timofte GAN CVBM 6 86 0 17 Jun 2019
Back-Projection based Fidelity Term for Ill-Posed Linear Inverse Problems Tom Tirer Raja Giryes 22 43 0 16 Jun 2019
Single-Channel Signal Separation and Deconvolution with Generative Adversarial Networks Qiuqiang Kong Yong-mei Xu Wenwu Wang Philip J. B. Jackson Mark D. Plumbley GAN 24 22 0 14 Jun 2019
Realistic Speech-Driven Facial Animation with GANs Konstantinos Vougioukas Stavros Petridis Maja Pantic 39 290 0 14 Jun 2019
Unsupervised Image Noise Modeling with Self-Consistent GAN Hanshu Yan Xuan Chen Vincent Y. F. Tan Wenhan Yang Joe Wu Jiashi Feng 45 18 0 13 Jun 2019
Image-Adaptive GAN based Reconstruction Shady Abu Hussein Tom Tirer Raja Giryes GAN 19 89 0 12 Jun 2019
Synthesizing Diverse Lung Nodules Wherever Massively: 3D Multi-Conditional GAN-based CT Image Augmentation for Object Detection Changhee Han Yoshiro Kitamura Akira Kudo Akimichi Ichinose L. Rundo Yujiro Furukawa Kazuki Umemoto Yuanzhong Li Hideki Nakayama MedIm 24 116 0 12 Jun 2019
Generative Adversarial Networks are Special Cases of Artificial Curiosity (1990) and also Closely Related to Predictability Minimization (1991) J. Schmidhuber GAN DRL 33 57 0 11 Jun 2019
Inferring 3D Shapes from Image Collections using Adversarial Networks Matheus Gadelha Aartika Rai Subhransu Maji Rui Wang GAN 26 6 0 11 Jun 2019
Synthesizing 3D Shapes from Silhouette Image Collections using Multi-projection Generative Adversarial Networks Xiao Li Yue Dong Pieter Peers Xin Tong GAN 22 33 0 10 Jun 2019
A gradual, semi-discrete approach to generative network training via explicit Wasserstein minimization Yucheng Chen Matus Telgarsky Chao Zhang Bolton Bailey Daniel J. Hsu Jian-wei Peng GAN OT 16 17 0 08 Jun 2019
Style Generator Inversion for Image Enhancement and Animation Aviv Gabbay Yedid Hoshen 16 17 0 05 Jun 2019
PAC-GAN: An Effective Pose Augmentation Scheme for Unsupervised Cross-View Person Re-identification Chengyuan Zhang Lei Zhu Shichao Zhang GAN 31 31 0 05 Jun 2019
A Multi-Pass GAN for Fluid Flow Super-Resolution Maximilian Werhahn You Xie Mengyu Chu Nils Thuerey AI4CE 29 61 0 04 Jun 2019
Scene Representation Networks: Continuous 3D-Structure-Aware Neural Scene Representations Vincent Sitzmann Michael Zollhoefer Gordon Wetzstein 3DPC 3DV 83 1,269 0 04 Jun 2019
The Secrets of Machine Learning: Ten Things You Wish You Had Known Earlier to be More Effective at Data Analysis Cynthia Rudin David Carlson HAI 30 34 0 04 Jun 2019
Generative Adversarial Networks in Computer Vision: A Survey and Taxonomy Zhengwei Wang Qi She T. Ward MedIm EGVM 29 90 0 04 Jun 2019
End-to-End Learning of Geometric Deformations of Feature Maps for Virtual Try-On Thibaut Issenhuth Jérémie Mary Clément Calauzènes 3DH 36 23 0 04 Jun 2019
Adversarial Robustness as a Prior for Learned Representations Logan Engstrom Andrew Ilyas Shibani Santurkar Dimitris Tsipras Brandon Tran Aleksander Madry OOD AAML 29 63 0 03 Jun 2019
Learning to Transfer: Unsupervised Meta Domain Translation Jianxin Lin Yijun Wang Tianyu He Zhibo Chen 27 8 0 01 Jun 2019
Combining Noise-to-Image and Image-to-Image GANs: Brain MR Image Augmentation for Tumor Detection Changhee Han L. Rundo Ryosuke Araki Yudai Nagano Yujiro Furukawa G. Mauri Hideki Nakayama Hideaki Hayashi MedIm 21 157 0 31 May 2019
GlyphGAN: Style-Consistent Font Generation Based on Generative Adversarial Networks Hideaki Hayashi K. Abe S. Uchida GAN 30 53 0 29 May 2019
Image-to-Image Translation with Multi-Path Consistency Regularization Jianxin Lin Yingce Xia Yijun Wang Tao Qin Zhibo Chen 34 18 0 29 May 2019
FReeNet: Multi-Identity Face Reenactment Jiangning Zhang Xianfang Zeng Mengmeng Wang Yusu Pan Liang Liu Yong Liu Yu-qiong Ding Changjie Fan CVBM 18 25 0 28 May 2019
Invertible generative models for inverse problems: mitigating representation error and dataset bias Muhammad Asim Max Daniels Oscar Leong Ali Ahmed Paul Hand 26 146 0 28 May 2019
GraphNVP: An Invertible Flow Model for Generating Molecular Graphs Kaushalya Madhawa Katushiko Ishiguro Kosuke Nakago Motoki Abe BDL 22 188 0 28 May 2019
Object Discovery with a Copy-Pasting GAN Relja Arandjelović Andrew Zisserman 27 57 0 27 May 2019
AI-GAs: AI-generating algorithms, an alternate paradigm for producing general artificial intelligence Jeff Clune 17 116 0 27 May 2019
ODE Analysis of Stochastic Gradient Methods with Optimism and Anchoring for Minimax Problems Ernest K. Ryu Kun Yuan W. Yin 20 36 0 26 May 2019
OOGAN: Disentangling GAN with One-Hot Sampling and Orthogonal Regularization Bingchen Liu Yizhe Zhu Zuohui Fu Gerard de Melo Ahmed Elgammal CML 17 42 0 26 May 2019
The Variational InfoMax AutoEncoder Vincenzo Crescimanna Bruce P. Graham DRL 17 3 0 25 May 2019
Hangul Fonts Dataset: a Hierarchical and Compositional Dataset for Investigating Learned Representations J. Livezey Ahyeon Hwang Jacob Yeung K. Bouchard 41 0 0 23 May 2019
Decentralized Learning of Generative Adversarial Networks from Non-iid Data Ryo Yonetani Tomohiro Takahashi Atsushi Hashimoto Yoshitaka Ushiku 45 24 0 23 May 2019
Toward Learning a Unified Many-to-Many Mapping for Diverse Image Translation Wenju Xu Shawn Keshmiri Guanghui Wang GAN 33 53 0 21 May 2019
Texture Fields: Learning Texture Representations in Function Space Michael Oechsle L. Mescheder Michael Niemeyer Thilo Strauss Andreas Geiger 3DH 3DV 50 296 0 17 May 2019
Non-Parametric Priors For Generative Adversarial Networks Rajhans Singh Pavan Turaga Suren Jayasuriya Ravi Garg M. Braun GAN 21 13 0 16 May 2019
ReshapeGAN: Object Reshaping by Providing A Single Reference Image Ziqiang Zheng Yang Wu Zhibin Yu Yang Yang Haiyong Zheng T. Kanade GAN 21 0 0 16 May 2019
Dilated Spatial Generative Adversarial Networks for Ergodic Image Generation Cyprien Ruffino Romain Hérault E. Laloy Gilles Gasso GAN 9 1 0 15 May 2019
Geometric Losses for Distributional Learning A. Mensch Mathieu Blondel Gabriel Peyré 12 15 0 15 May 2019
Kernel Mean Matching for Content Addressability of GANs Wittawat Jitkrittum Patsorn Sangkloy Muhammad Waleed Gondal Amit Raj James Hays Bernhard Schölkopf GAN BDL 32 9 0 14 May 2019
Object Detection in 20 Years: A Survey Zhengxia Zou Keyan Chen Zhenwei Shi Yuhong Guo Jieping Ye VLM ObjD AI4TS 34 2,290 0 13 May 2019
Flat Metric Minimization with Applications in Generative Modeling Thomas Möllenhoff Daniel Cremers 17 5 0 12 May 2019
Synthetic-Neuroscore: Using A Neuro-AI Interface for Evaluating Generative Adversarial Networks Zhengwei Wang Qi She Alan F. Smeaton T. Ward Graham Healy EGVM 21 11 0 10 May 2019
QSMGAN: Improved Quantitative Susceptibility Mapping using 3D Generative Adversarial Networks with Increased Receptive Field Yicheng Chen A. Jakary Sivakami Avadiappan Christopher P. Hess J. Lupo MedIm 21 60 0 08 May 2019
Accurate Tissue Interface Segmentation via Adversarial Pre-Segmentation of Anterior Segment OCT Images J. Ouyang T. Mathai K. Lathrop J. Galeotti GAN 21 22 0 07 May 2019
Adversarial Variational Embedding for Robust Semi-supervised Learning Xiang Zhang Lina Yao Feng Yuan DRL GAN 30 42 0 07 May 2019