Positional Encoding as Spatial Inductive Bias in GANs

9 December 2020

Papers citing "Positional Encoding as Spatial Inductive Bias in GANs"

20 / 70 papers shown

Title
StyleSwin: Transformer-based GAN for High-resolution Image Generation Bo Zhang Shuyang Gu Bo Zhang Jianmin Bao Dong Chen Fang Wen Yong Wang B. Guo ViT 23 221 0 20 Dec 2021
GANSeg: Learning to Segment by Unsupervised Hierarchical Image Generation Xingzhe He Bastian Wandt Helge Rhodin GAN 16 21 0 02 Dec 2021
The Nuts and Bolts of Adopting Transformer in GANs Rui Xu Xiangyu Xu Kai-xiang Chen Bolei Zhou Chen Change Loy ViT 12 4 0 25 Oct 2021
Global Pooling, More than Meets the Eye: Position Information is Encoded Channel-Wise in CNNs Md. Amirul Islam M. Kowal Sen Jia Konstantinos G. Derpanis Neil D. B. Bruce 13 26 0 17 Aug 2021
Toward Spatially Unbiased Generative Models Jooyoung Choi Jungbeom Lee Yonghyun Jeong Sungroh Yoon DiffM 23 17 0 03 Aug 2021
Alias-Free Generative Adversarial Networks Tero Karras M. Aittala S. Laine Erik Härkönen Janne Hellsten J. Lehtinen Timo Aila GAN 49 1,556 0 23 Jun 2021
Catch-A-Waveform: Learning to Generate Audio from a Single Short Example Gal Greshler Tamar Rott Shaham T. Michaeli 8 24 0 11 Jun 2021
StyTr $^2$ : Image Style Transfer with Transformers Yingying Deng Fan Tang Weiming Dong Chongyang Ma Xingjia Pan Lei Wang Changsheng Xu ViT 17 257 0 30 May 2021
Relative Positional Encoding for Transformers with Linear Complexity Antoine Liutkus Ondřej Cífka Shih-Lun Wu Umut Simsekli Yi-Hsuan Yang Gaël Richard 17 44 0 18 May 2021
ExSinGAN: Learning an Explainable Generative Model from a Single Image ZiCheng Zhang CongYing Han Tiande Guo GAN 12 21 0 16 May 2021
Breaking Shortcut: Exploring Fully Convolutional Cycle-Consistency for Video Correspondence Learning Yansong Tang Zhenyu Jiang Zhenda Xie Yue Cao Zheng-Wei Zhang Philip H. S. Torr Han Hu 27 5 0 12 May 2021
Aligning Latent and Image Spaces to Connect the Unconnectable Ivan Skorokhodov Grigorii Sotnikov Mohamed Elhoseiny DiffM 11 77 0 14 Apr 2021
InfinityGAN: Towards Infinite-Pixel Image Synthesis C. Lin Hsin-Ying Lee Yen-Chi Cheng Sergey Tulyakov Ming-Hsuan Yang 20 70 0 08 Apr 2021
LatentKeypointGAN: Controlling GANs via Latent Keypoints Xingzhe He Bastian Wandt Helge Rhodin GAN 19 6 0 29 Mar 2021
Drop the GAN: In Defense of Patches Nearest Neighbors as Single Image Generative Models Niv Granot Ben Feinstein Assaf Shocher Shai Bagon Michal Irani DiffM VLM 11 57 0 29 Mar 2021
Position, Padding and Predictions: A Deeper Look at Position Information in CNNs Md. Amirul Islam M. Kowal Sen Jia Konstantinos G. Derpanis Neil D. B. Bruce 16 55 0 28 Jan 2021
On Translation Invariance in CNNs: Convolutional Layers can Exploit Absolute Spatial Location O. Kayhan J. C. V. Gemert 195 231 0 16 Mar 2020
How Much Position Information Do Convolutional Neural Networks Encode? Md. Amirul Islam Sen Jia Neil D. B. Bruce SSL 197 343 0 22 Jan 2020
Histogram Layers for Texture Analysis Joshua Peeples Weihuang Xu A. Zare 6 49 0 01 Jan 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,320 0 12 Dec 2018