Fetching the paper…
Reading the bibliography…
We propose a novel transformer-based styled handwritten text image generation approach, HWT, that strives to learn both style-content entanglement as well as global and local writing style patterns.
The iam-database: an english sentence database for offline handwriting recognition
U-V Marti and Horst Bunke · 2002
Earlier work this paper cites.
Connectionist temporal classification: labelling unsegmented sequence data with recurrent neural networks
Alex Graves, Santiago Fernández, Faustino Gomez, and Jürgen Schmidhuber · 2006
Earlier work this paper cites.
Generating sequences with recurrent neural networks
Alex Graves · 2013
Earlier work this paper cites.
Recursive deep models for semantic compositionality over a sentiment treebank
Richard Socher, Alex Perelygin, Jean Wu, Jason Chuang, Christopher D Manning, Andrew Y Ng, and Christopher Potts · 2013
Earlier work this paper cites.
Generative adversarial networks
Ian J Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio · 2014
Earlier work this paper cites.
My text in your handwriting
Tom SF Haines, Oisin Mac Aodha, and Gabriel J Brostow · 2016
Earlier work this paper cites.
Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016
Earlier work this paper cites.
An end-to-end trainable neural network for image-based sequence recognition and its application to scene text recognition
Baoguang Shi, Xiang Bai, and Cong Yao · 2016
Earlier work this paper cites.
Gans trained by a two time-scale update rule converge to a local nash equilibrium
Martin Heusel, Hubert Ramsauer, Thomas Unterthiner, Bernhard Nessler, and Sepp Hochreiter · 2017
Cited alongside, same era.
Jae Hyun Lim and Jong Chul Ye · 2017
Cited alongside, same era.
Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, undefinedukasz Kaiser, and Illia Polosukhin · 2017
Cited alongside, same era.
Unpaired image-to-image translation using cycle-consistent adversarial networks
Jun-Yan Zhu, Taesung Park, Phillip Isola, and Alexei A Efros · 2017
Cited alongside, same era.
Deepwriting: Making digital ink editable via deep generative modeling
Emre Aksan, Fabrizio Pece, and Otmar Hilliges · 2018
Cited alongside, same era.
A style-based generator architecture for generative adversarial networks
Tero Karras, Samuli Laine, and Timo Aila · 2019
Later among the works it cites.
Text and style conditioned gan for generation of offline handwriting lines
Brian Davis, Chris Tensmeyer, Brian Price, Curtis Wigington, Bryan Morse, and Rajiv Jain · 2020
Later among the works it cites.
An image is worth 16x16 words: Transformers for image recognition at scale
Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, Matthias Minderer, Georg Heigold, Sylvain Gelly, et al · 2020
Later among the works it cites.
Scrabblegan: semi-supervised varying length handwritten text generation
Sharon Fogel, Hadar Averbuch-Elor, Sarel Cohen, Shai Mazor, and Roee Litman · 2020
Later among the works it cites.
Ganwriting: Content-conditioned generation of styled handwritten word images
Lei Kang, Pau Riba, Yaxing Wang, Marçal Rusiñol, Alicia Fornés, and Mauricio Villegas · 2020
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Generating handwritten chinese characters using cyclegan
Bo Chang, Qiong Zhang, Shenyi Pan, and Lili Meng · 2018
Cited alongside, same era.
Stcn: Stochastic temporal convolutional networks
Emre Aksan and Otmar Hilliges · 2019
Cited alongside, same era.
Adversarial generation of handwritten text images conditioned on sequences
Eloi Alonso, Bastien Moysset, and Ronaldo Messina · 2019
Cited alongside, same era.
Generating handwriting via decoupled style descriptors
Atsunobu Kotani, Stefanie Tellex, and James Tompkin · 2020
Later among the works it cites.
Spatio-temporal handwriting imitation
Martin Mayr, Martin Stumpf, Anguelos Nikolaou, Mathias Seuret, Andreas Maier, and Vincent Christlein · 2020
Later among the works it cites.
Transformers in vision: A survey
Salman Khan, Muzammal Naseer, Munawar Hayat, Syed Waqas Zamir, Fahad Shahbaz Khan, and Mubarak Shah · 2021
Closest in time.