Training Generative Adversarial Networks with Limited Data

11 June 2020

Papers citing "Training Generative Adversarial Networks with Limited Data"

46 / 1,046 papers shown

Title
Designing an Encoder for StyleGAN Image Manipulation Omer Tov Yuval Alaluf Yotam Nitzan Or Patashnik Daniel Cohen-Or 214 777 0 04 Feb 2021
PConv: Simple yet Effective Convolutional Layer for Generative Adversarial Network Seung Park Yoon-Jae Yeo Y. Shin 29 20 0 19 Jan 2021
DuelGAN: A Duel Between Two Discriminators Stabilizes the GAN Training Jiaheng Wei Minghao Liu Jiahao Luo Andrew Zhu James Davis Yang Liu GAN 61 11 0 19 Jan 2021
GAN Inversion: A Survey Weihao Xia Yulun Zhang Yujiu Yang Jing-Hao Xue Bolei Zhou Ming-Hsuan Yang DiffM 63 507 0 14 Jan 2021
Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image Synthesis Bingchen Liu Yizhe Zhu Kunpeng Song Ahmed Elgammal 167 234 0 12 Jan 2021
GAN-Control: Explicitly Controllable GANs Alon Shoshan Nadav Bhonker Igor Kviatkovsky Gérard Medioni CVBM 148 134 0 07 Jan 2021
Knowledge Distillation in Iterative Generative Models for Improved Sampling Speed Eric Luhman Troy Luhman DiffM 195 258 0 07 Jan 2021
Exploiting Chain Rule and Bayes' Theorem to Compare Probability Distributions Huangjie Zheng Mingyuan Zhou OT 25 29 0 28 Dec 2020
GuidedStyle: Attribute Knowledge Guided Style Manipulation for Semantic Face Editing Xianxu Hou Xiaokang Zhang Linlin Shen Zhihui Lai Jun Wan CVBM GAN 22 73 0 22 Dec 2020
Taming Transformers for High-Resolution Image Synthesis Patrick Esser Robin Rombach Bjorn Ommer ViT 64 2,814 0 17 Dec 2020
Learning Energy-Based Models by Diffusion Recovery Likelihood Ruiqi Gao Yang Song Ben Poole Ying Nian Wu Diederik P. Kingma DiffM 16 124 0 15 Dec 2020
Improved StyleGAN Embedding: Where are the Good Latents? Peihao Zhu Rameen Abdal Yipeng Qin John C. Femiani Peter Wonka 14 116 0 13 Dec 2020
Learning Energy-Based Models With Adversarial Training Xuwang Yin Shiying Li Gustavo K. Rohde AAML DiffM 33 9 0 11 Dec 2020
Bayesian Image Reconstruction using Deep Generative Models Razvan V. Marinescu Daniel Moyer Polina Golland OOD DiffM 23 39 0 08 Dec 2020
Data InStance Prior (DISP) in Generative Adversarial Networks Puneet Mangla Nupur Kumari M. Singh Balaji Krishnamurthy V. Balasubramanian GAN 14 10 0 08 Dec 2020
MPG: A Multi-ingredient Pizza Image Generator with Conditional StyleGANs Fangda Han Guoyao Hao Ricardo Guerrero Vladimir Pavlovic GAN 10 8 0 04 Dec 2020
CoCosNet v2: Full-Resolution Correspondence Learning for Image Translation Xingran Zhou Bo Zhang Ting Zhang Pan Zhang Jianmin Bao Dong Chen Zhongfei Zhang Fang Wen 3DV 34 7 0 03 Dec 2020
Graph Generative Adversarial Networks for Sparse Data Generation in High Energy Physics Raghav Kansal Javier Mauricio Duarte B. Orzari T. Tomei M. Pierini M. Touranakou J. Vlimant Dimitrios Gunopoulos GAN 18 24 0 30 Nov 2020
S2FGAN: Semantically Aware Interactive Sketch-to-Face Translation Yan Yang Md. Zakir Hossain Tom Gedeon Shafin Rahman CVBM 30 13 0 30 Nov 2020
Image Generators with Conditionally-Independent Pixel Synthesis Ivan Anokhin K. Demochkin Taras Khakhulin Gleb Sterkin Victor Lempitsky Denis Korzhenkov 22 156 0 27 Nov 2020
Score-Based Generative Modeling through Stochastic Differential Equations Yang Song Jascha Narain Sohl-Dickstein Diederik P. Kingma Abhishek Kumar Stefano Ermon Ben Poole DiffM SyDa 22 6,064 0 26 Nov 2020
Generative Layout Modeling using Constraint Graphs W. Para Paul Guerrero Tom Kelly Leonidas J. Guibas Peter Wonka 23 68 0 26 Nov 2020
Omni-GAN: On the Secrets of cGANs and Beyond P. Zhou Lingxi Xie Bingbing Ni Cong Geng Qi Tian GAN 35 22 0 26 Nov 2020
Improving Augmentation and Evaluation Schemes for Semantic Image Synthesis P. Katiyar Anna Khoreva 10 4 0 25 Nov 2020
Synthesizing Optical and SAR Imagery From Land Cover Maps and Auxiliary Raster Data Gerald Baier Antonin Deschemps M. Schmitt Naoto Yokoya GAN 23 34 0 23 Nov 2020
Continuous Conditional Generative Adversarial Networks: Novel Empirical Losses and Label Input Mechanisms Xin Ding Student Member Ieee Yongwei Wang Zuheng Xu William J. Welch F. I. Z. Jane Wang GAN VLM 32 27 0 15 Nov 2020
Do 2D GANs Know 3D Shape? Unsupervised 3D shape reconstruction from 2D Image GANs Xingang Pan Bo Dai Ziwei Liu Chen Change Loy Ping Luo 3DH 38 110 0 02 Nov 2020
A Contrastive Learning Approach for Training Variational Autoencoder Priors J. Aneja A. Schwing Jan Kautz Arash Vahdat DRL 8 81 0 06 Oct 2020
VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models Zhisheng Xiao Karsten Kreis Jan Kautz Arash Vahdat 16 123 0 01 Oct 2020
ExGAN: Adversarial Generation of Extreme Samples Siddharth Bhatia Arjit Jain Bryan Hooi 23 42 0 17 Sep 2020
A Systematic Survey of Regularization and Normalization in GANs Ziqiang Li Muhammad Usman Rentuo Tao Pengfei Xia Xintian Wu Huanhuan Chen Bin Li 27 49 0 19 Aug 2020
Learning Temporally Invariant and Localizable Features via Data Augmentation for Video Recognition Taeoh Kim Hyeongmin Lee Myeongah Cho H. Lee Dong Heon Cho Sangyoun Lee 33 24 0 13 Aug 2020
Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation Elad Richardson Yuval Alaluf Or Patashnik Yotam Nitzan Yaniv Azar Stav Shapiro Daniel Cohen-Or 58 1,098 0 03 Aug 2020
Instance Selection for GANs Terrance Devries M. Drozdzal Graham W. Taylor 8 40 0 30 Jul 2020
Generative Compositional Augmentations for Scene Graph Prediction Boris Knyazev H. D. Vries Cătălina Cangea Graham W. Taylor Aaron Courville Eugene Belilovsky 13 25 0 11 Jul 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 118 16,947 0 19 Jun 2020
Differentiable Augmentation for Data-Efficient GAN Training Shengyu Zhao Zhijian Liu Ji Lin Jun-Yan Zhu Song Han 45 600 0 18 Jun 2020
AlphaGAN: Fully Differentiable Architecture Search for Generative Adversarial Networks Yuesong Tian Li Shen Li Shen Guinan Su Zhifeng Li Wei Liu GAN 31 32 0 16 Jun 2020
Group Equivariant Generative Adversarial Networks Neel Dey Antong Chen S. Ghafurian GAN 30 33 0 04 May 2020
Robust Generative Adversarial Network Shufei Zhang Zhuang Qian Kaizhu Huang Jimin Xiao Yuan He 23 8 0 28 Apr 2020
Blur, Noise, and Compression Robust Generative Adversarial Networks Takuhiro Kaneko Tatsuya Harada 12 17 0 17 Mar 2020
Improved Consistency Regularization for GANs Zhengli Zhao Sameer Singh Honglak Lee Zizhao Zhang Augustus Odena Han Zhang 32 152 0 11 Feb 2020
Triple Generative Adversarial Networks Chongxuan Li Kun Xu Jiashuo Liu Jun Zhu Bo Zhang GAN 31 41 0 20 Dec 2019
A Near-Optimal Gradient Flow for Learning Neural Energy-Based Models Yang Wu Pengxu Wei Liang Lin 14 0 0 31 Oct 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 282 10,354 0 12 Dec 2018
Bag of Tricks for Image Classification with Convolutional Neural Networks Tong He Zhi-Li Zhang Hang Zhang Zhongyue Zhang Junyuan Xie Mu Li 221 1,399 0 04 Dec 2018