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Large Scale GAN Training for High Fidelity Natural Image Synthesis

International Conference on Learning Representations (ICLR), 2018

28 September 2018

Papers citing "Large Scale GAN Training for High Fidelity Natural Image Synthesis"

50 / 3,191 papers shown

Title
FCC-GAN: A Fully Connected and Convolutional Net Architecture for GANs Sukarna Barua S. Erfani James Bailey AI4CE GAN 96 28 0 07 May 2019
Label-Noise Robust Multi-Domain Image-to-Image Translation Takuhiro Kaneko Tatsuya Harada 122 3 0 06 May 2019
Few-Shot Unsupervised Image-to-Image TranslationIEEE International Conference on Computer Vision (ICCV), 2019 Ming-Yuan Liu Xun Huang Arun Mallya Tero Karras Timo Aila J. Lehtinen Jan Kautz 244 649 0 05 May 2019
SinGAN: Learning a Generative Model from a Single Natural ImageIEEE International Conference on Computer Vision (ICCV), 2019 Tamar Rott Shaham Tali Dekel T. Michaeli GAN VLM 518 907 0 02 May 2019
Quality Evaluation of GANs Using Cross Local Intrinsic Dimensionality Sukarna Barua Jiabo He S. Erfani Michael E. Houle James Bailey EGVM 112 17 0 02 May 2019
Gradient-free activation maximization for identifying effective stimuli Will Xiao Gabriel Kreiman 62 11 0 01 May 2019
On Scalable and Efficient Computation of Large Scale Optimal TransportInternational Conference on Machine Learning (ICML), 2019 Yujia Xie Minshuo Chen Haoming Jiang T. Zhao H. Zha OT 388 46 0 01 May 2019
Performing Structured Improvisations with pre-trained Deep Learning ModelsInternational Conference on Innovative Computing and Cloud Computing (ICCC), 2019 Pablo Samuel Castro BDL 86 10 0 30 Apr 2019
TileGAN: Synthesis of Large-Scale Non-Homogeneous TexturesACM Transactions on Graphics (TOG), 2019 Anna Frühstück Ibraheem Alhashim Peter Wonka GAN 144 42 0 29 Apr 2019
Lifting AutoEncoders: Unsupervised Learning of a Fully-Disentangled 3D Morphable Model using Deep Non-Rigid Structure from Motion M. Sahasrabudhe Zhixin Shu Edward Bartrum R. Güler Dimitris Samaras Iasonas Kokkinos 3DH DRL 3DV 153 43 0 26 Apr 2019
Meta-Sim: Learning to Generate Synthetic Datasets Amlan Kar Aayush Prakash Ming-Yuan Liu Eric Cameracci Justin Yuan Matt Rusiniak David Acuna Antonio Torralba Sanja Fidler 220 264 0 25 Apr 2019
TransGaGa: Geometry-Aware Unsupervised Image-to-Image Translation Wayne Wu Kaidi Cao Cheng Li Chao Qian Chen Change Loy ViT DRL 134 114 0 21 Apr 2019
Compact Scene Graphs for Layout Composition and Patch Retrieval Subarna Tripathi S. N. Sridhar Sairam Sundaresan Hanlin Tang 119 15 0 19 Apr 2019
Reducing Noise in GAN Training with Variance Reduced Extragradient Tatjana Chavdarova Gauthier Gidel François Fleuret Damien Scieur 299 147 0 18 Apr 2019
Long-Term Human Video Generation of Multiple Futures Using Poses Naoya Fushishita Antonio Tejero-de-Pablos Yusuke Mukuta Tatsuya Harada 134 9 0 16 Apr 2019
Improved Precision and Recall Metric for Assessing Generative Models Tuomas Kynkaanniemi Tero Karras S. Laine J. Lehtinen Timo Aila EGVM 435 1,052 0 15 Apr 2019
Biphasic Learning of GANs for High-Resolution Image-to-Image Translation Jie Cao Huaibo Huang Yi Li Jingtuo Liu Ran He Zhenan Sun GAN 135 4 0 14 Apr 2019
Unrestricted Adversarial Examples via Semantic Manipulation Anand Bhattad Min Jin Chong Kaizhao Liang Yangqiu Song David A. Forsyth AAML 166 173 0 12 Apr 2019
Towards Photographic Image Manipulation with Balanced Growing of Generative Autoencoders Ari Heljakka Arno Solin Arno Solin DRL CVBM 144 15 0 12 Apr 2019
FTGAN: A Fully-trained Generative Adversarial Networks for Text to Face Generation Xiang Chen Lingbo Qing Xiaohai He Xiaodong Luo Yining Xu GAN CVBM 116 40 0 11 Apr 2019
Towards Generalized Speech Enhancement with Generative Adversarial Networks Santiago Pascual Joan Serrà Antonio Bonafonte GAN 149 33 0 06 Apr 2019
Image2StyleGAN: How to Embed Images Into the StyleGAN Latent Space? Rameen Abdal Yipeng Qin Peter Wonka GAN 488 1,170 0 05 Apr 2019
UU-Nets Connecting Discriminator and Generator for Image to Image Translation Jionghao Wu GAN 76 1 0 04 Apr 2019
A Learned Representation for Scalable Vector Graphics Raphael Gontijo-Lopes David R Ha Douglas Eck Jonathon Shlens GAN OCL 152 134 0 04 Apr 2019
Generative Adversarial Networks for text using word2vec intermediaries Akshay Budhkar Krishnapriya Vishnubhotla Safwan Hossain Frank Rudzicz GAN 93 10 0 04 Apr 2019
Conditional Adversarial Generative Flow for Controllable Image Synthesis R. Liu Yu Liu Xinyu Gong Xiaogang Wang Jiaming Song 161 46 0 03 Apr 2019
Image Generation From Small Datasets via Batch Statistics Adaptation Atsuhiro Noguchi Tatsuya Harada 272 208 0 03 Apr 2019
Towards annotation-efficient segmentation via image-to-image translation Eugene Vorontsov Pavlo Molchanov Christopher Beckham Jan Kautz Samuel Kadoury MedIm 216 18 0 02 Apr 2019
Generative-Discriminative Complementary Learning Yanwu Xu Biwei Huang Junxiang Chen Tongliang Liu Kun Zhang Kayhan Batmanghelich GAN 259 40 0 02 Apr 2019
Semantics Disentangling for Text-to-Image Generation Guojun Yin Bin Liu Lu Sheng Nenghai Yu Xiaogang Wang Jing Shao 143 201 0 02 Apr 2019
HoloGAN: Unsupervised learning of 3D representations from natural images Thu Nguyen-Phuoc Chuan Li Lucas Theis Christian Richardt Yong-Liang Yang GAN 187 89 0 02 Apr 2019
HYPE: A Benchmark for Human eYe Perceptual Evaluation of Generative Models Sharon Zhou Mitchell L. Gordon Ranjay Krishna Austin Narcomey Li Fei-Fei Michael S. Bernstein VLM EGVM 188 131 0 01 Apr 2019
Updates-Leak: Data Set Inference and Reconstruction Attacks in Online Learning A. Salem Apratim Bhattacharyya Michael Backes Mario Fritz Yang Zhang FedML AAML MIACV 268 278 0 01 Apr 2019
From Variational to Deterministic Autoencoders Partha Ghosh Mehdi S. M. Sajjadi Antonio Vergari Michael J. Black Bernhard Schölkopf DRL 403 290 0 29 Mar 2019
Attention-Guided Generative Adversarial Networks for Unsupervised Image-to-Image Translation Hao Tang Dan Xu Andrii Zadaianchuk Yan Yan GAN 177 142 0 28 Mar 2019
Fast video object segmentation with Spatio-Temporal GANs Sergi Caelles Albert Pumarola Francesc Moreno-Noguer Alberto Sanfeliu Luc Van Gool VOS 118 6 0 28 Mar 2019
High Fidelity Face Manipulation with Extreme Poses and Expressions Chaoyou Fu Yibo Hu Xiang Wu Guoli Wang Qian Zhang Ran He CVBM 200 24 0 28 Mar 2019
Wasserstein Dependency Measure for Representation Learning Sherjil Ozair Corey Lynch Yoshua Bengio Aaron van den Oord Sergey Levine P. Sermanet SSL DRL 223 133 0 28 Mar 2019
Auto-Embedding Generative Adversarial Networks for High Resolution Image Synthesis Yong Guo Qi Chen Jian Chen Qingyao Wu Javen Qinfeng Shi Zhuliang Yu GAN 113 67 0 27 Mar 2019
Wav2Pix: Speech-conditioned Face Generation using Generative Adversarial Networks A. Duarte Francisco Roldan Miquel Tubau Janna Escur Santiago Pascual Amaia Salvador Eva Mohedano Kevin McGuinness Jordi Torres Xavier Giró-i-Nieto GAN CVBM 91 83 0 25 Mar 2019
Convolution with even-sized kernels and symmetric paddingNeural Information Processing Systems (NeurIPS), 2019 Shuang Wu Guanrui Wang Pei Tang F. Chen Luping Shi 199 77 0 20 Mar 2019
Semantic Image Synthesis with Spatially-Adaptive NormalizationComputer Vision and Pattern Recognition (CVPR), 2019 Taesung Park Ming-Yuan Liu Ting-Chun Wang Jun-Yan Zhu 552 2,949 0 18 Mar 2019
Generative Adversarial Networks: recent developments M. Zamorski Adrian Zdobylak Maciej Ziȩba J. Swiatek GAN 136 16 0 16 Mar 2019
MSG-GAN: Multi-Scale Gradients for Generative Adversarial Networks Animesh Karnewar Oliver Wang GAN 206 50 0 14 Mar 2019
VRKitchen: an Interactive 3D Virtual Environment for Task-oriented Learning Xiaofeng Gao Ran Gong Tianmin Shu Xu Xie Shu Wang Song-Chun Zhu 148 63 0 13 Mar 2019
Aesthetics of Neural Network Art Aaron Hertzmann GAN 52 16 0 13 Mar 2019
A Three-Player GAN: Generating Hard Samples To Improve Classification Networks Simon Vandenhende Bert De Brabandere D. Neven Luc Van Gool GAN 107 23 0 08 Mar 2019
Hierarchical Autoregressive Image Models with Auxiliary Decoders J. Fauw Sander Dieleman Karen Simonyan GAN 218 39 0 06 Mar 2019
High-Fidelity Image Generation With Fewer LabelsInternational Conference on Machine Learning (ICML), 2019 Mario Lucic Michael Tschannen Marvin Ritter Xiaohua Zhai Olivier Bachem Sylvain Gelly GAN OOD 245 169 0 06 Mar 2019
O-GAN: Extremely Concise Approach for Auto-Encoding Generative Adversarial Networks Jianlin Su GAN 107 19 0 05 Mar 2019