Large Scale GAN Training for High Fidelity Natural Image Synthesis

28 September 2018

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

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Title
GAN Compression: Efficient Architectures for Interactive Conditional GANs Zhekai Zhang Ji Lin Yaoyao Ding Zhijian Liu Jun-Yan Zhu Song Han GAN 27 2 0 19 Mar 2020
GIQA: Generated Image Quality Assessment Shuyang Gu Jianmin Bao Dong Chen Fang Wen EGVM 167 82 0 19 Mar 2020
High-Resolution Daytime Translation Without Domain Labels Ivan Anokhin P. Solovev Denis Korzhenkov Alexey Kharlamov Taras Khakhulin Alexey Silvestrov Sergey I. Nikolenko Victor Lempitsky Gleb Sterkin DiffM 68 69 0 19 Mar 2020
Leveraging Frequency Analysis for Deep Fake Image Recognition Joel Frank Thorsten Eisenhofer Lea Schonherr Asja Fischer D. Kolossa Thorsten Holz 23 537 0 19 Mar 2020
OpenGAN: Open Set Generative Adversarial Networks Luke Ditria Benjamin J. Meyer Tom Drummond VLM AI4CE GAN 54 20 0 18 Mar 2020
Capsule GAN Using Capsule Network for Generator Architecture Kanako Marusaki Hiroshi Watanabe GAN 24 5 0 18 Mar 2020
Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation Huiyu Wang Yukun Zhu Bradley Green Hartwig Adam Alan Yuille Liang-Chieh Chen 3DPC 28 663 0 17 Mar 2020
Blur, Noise, and Compression Robust Generative Adversarial Networks Takuhiro Kaneko Tatsuya Harada 12 17 0 17 Mar 2020
Object-Centric Image Generation from Layouts Tristan Sylvain Pengchuan Zhang Yoshua Bengio R. Devon Hjelm Shikhar Sharma EGVM OCL 33 100 0 16 Mar 2020
Semantic Pyramid for Image Generation Assaf Shocher Yossi Gandelsman Inbar Mosseri Michal Yarom Michal Irani William T. Freeman Tali Dekel GAN 30 55 0 13 Mar 2020
Cascade EF-GAN: Progressive Facial Expression Editing with Local Focuses R. Wu Gongjie Zhang Shijian Lu Tao Chen CVBM 58 96 0 12 Mar 2020
$Π-$ nets: Deep Polynomial Neural Networks Grigorios G. Chrysos Stylianos Moschoglou Giorgos Bouritsas Yannis Panagakis Jiankang Deng Stefanos Zafeiriou 29 59 0 08 Mar 2020
StyleGAN2 Distillation for Feed-forward Image Manipulation Yuri Viazovetskyi V. Ivashkin Evgenii Kashin 166 136 0 07 Mar 2020
SketchyCOCO: Image Generation from Freehand Scene Sketches Chengying Gao Qi Liu Qi Xu Limin Wang Jianzhuang Liu C. Zou 35 115 0 05 Mar 2020
GANwriting: Content-Conditioned Generation of Styled Handwritten Word Images Lei Kang Pau Riba Yaxing Wang Marçal Rusiñol Alicia Fornés M. Villegas DiffM GAN 35 78 0 05 Mar 2020
Understanding the Intrinsic Robustness of Image Distributions using Conditional Generative Models Xiao Zhang Jinghui Chen Quanquan Gu David Evans 26 17 0 01 Mar 2020
Inverse Graphics GAN: Learning to Generate 3D Shapes from Unstructured 2D Data Sebastian Lunz Yingzhen Li Andrew Fitzgibbon Nate Kushman 3DV GAN 32 54 0 28 Feb 2020
A U-Net Based Discriminator for Generative Adversarial Networks Edgar Schönfeld Bernt Schiele Anna Khoreva GAN 35 293 0 28 Feb 2020
On Leveraging Pretrained GANs for Generation with Limited Data Miaoyun Zhao Yulai Cong Lawrence Carin 39 21 0 26 Feb 2020
Unsupervised Discovery, Control, and Disentanglement of Semantic Attributes with Applications to Anomaly Detection William Paul I-J. Wang F. Alajaji Philippe Burlina DiffM DRL 23 6 0 25 Feb 2020
Freeze the Discriminator: a Simple Baseline for Fine-Tuning GANs Sangwoo Mo Minsu Cho Jinwoo Shin 30 212 0 25 Feb 2020
GANs May Have No Nash Equilibria Farzan Farnia Asuman Ozdaglar GAN 40 43 0 21 Feb 2020
Support-weighted Adversarial Imitation Learning Ruohan Wang C. Ciliberto P. Amadori Y. Demiris 13 4 0 20 Feb 2020
A unified framework for 21cm tomography sample generation and parameter inference with Progressively Growing GANs Florian List G. Lewis 24 14 0 19 Feb 2020
Amplifying The Uncanny Terence Broad F. Leymarie M. Grierson 26 14 0 17 Feb 2020
Generator From Edges: Reconstruction of Facial Images Nao Takano G. Alaghband GAN 35 1 0 16 Feb 2020
A Limited-Capacity Minimax Theorem for Non-Convex Games or: How I Learned to Stop Worrying about Mixed-Nash and Love Neural Nets Gauthier Gidel David Balduzzi Wojciech M. Czarnecki M. Garnelo Yoram Bachrach 32 7 0 14 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
Targeted free energy estimation via learned mappings Peter Wirnsberger A. J. Ballard George Papamakarios Stuart Abercrombie S. Racanière Alexander Pritzel Danilo Jimenez Rezende Charles Blundell 32 87 0 12 Feb 2020
Improved Consistency Regularization for GANs Zhengli Zhao Sameer Singh Honglak Lee Zizhao Zhang Augustus Odena Han Zhang 37 153 0 11 Feb 2020
Smoothness and Stability in GANs Casey Chu Kentaro Minami Kenji Fukumizu GAN 29 56 0 11 Feb 2020
Unsupervised Discovery of Interpretable Directions in the GAN Latent Space A. Voynov Artem Babenko 58 418 0 10 Feb 2020
On the distance between two neural networks and the stability of learning Jeremy Bernstein Arash Vahdat Yisong Yue Xuan Li ODL 200 57 0 09 Feb 2020
Subspace Capsule Network Marzieh Edraki Nazanin Rahnavard M. Shah 23 35 0 07 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
Controlling generative models with continuous factors of variations Antoine Plumerault Hervé Le Borgne C´eline Hudelot DRL 30 127 0 28 Jan 2020
CorGAN: Correlation-Capturing Convolutional Generative Adversarial Networks for Generating Synthetic Healthcare Records A. Torfi Edward A. Fox SyDa 27 58 0 25 Jan 2020
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications Jie Gui Zhenan Sun Yonggang Wen Dacheng Tao Jieping Ye EGVM 38 827 0 20 Jan 2020
A GAN-based Tunable Image Compression System Lirong Wu Kejie Huang Haibin Shen GAN 19 42 0 18 Jan 2020
Media Forensics and DeepFakes: an overview L. Verdoliva 53 543 0 18 Jan 2020
Fine-grained Image-to-Image Transformation towards Visual Recognition Wei Xiong Yutong He Yixuan Zhang Wenhan Luo Lin Ma Jiebo Luo CVBM 40 26 0 12 Jan 2020
Model Inversion Networks for Model-Based Optimization Aviral Kumar Sergey Levine OffRL 46 94 0 31 Dec 2019
Semi-Supervised Learning with Normalizing Flows Pavel Izmailov Polina Kirichenko Marc Finzi A. Wilson DRL BDL 40 111 0 30 Dec 2019
Local Class-Specific and Global Image-Level Generative Adversarial Networks for Semantic-Guided Scene Generation Hao Tang Dan Xu Yan Yan Philip Torr N. Sebe GAN 25 141 0 27 Dec 2019
Towards Better Understanding of Adaptive Gradient Algorithms in Generative Adversarial Nets Mingrui Liu Youssef Mroueh Jerret Ross Wei Zhang Xiaodong Cui Payel Das Tianbao Yang ODL 51 63 0 26 Dec 2019
Effective Data Augmentation with Multi-Domain Learning GANs Shin'ya Yamaguchi Sekitoshi Kanai Takeharu Eda 27 27 0 25 Dec 2019
CNN-generated images are surprisingly easy to spot... for now Sheng-Yu Wang Oliver Wang Richard Y. Zhang Andrew Owens Alexei A. Efros OOD 69 952 0 23 Dec 2019
Deep Automodulators Ari Heljakka Wenshuai Zhao Arno Solin Arno Solin 42 5 0 21 Dec 2019
Triple Generative Adversarial Networks Chongxuan Li Kun Xu Jiashuo Liu Jun Zhu Bo Zhang GAN 44 41 0 20 Dec 2019
Adversarial Representation Active Learning A. Mottaghi Serena Yeung VLM GAN 27 29 0 20 Dec 2019