Fetching the paper…
Reading the bibliography…
Recent approaches in generative adversarial networks (GANs) can automatically synthesize realistic images from descriptive text.
“Automated flower classification over a large number of classes,”
Maria-Elena Nilsback and Andrew Zisserman, · 2008
Earlier work this paper cites.
“The caltech-ucsd birds-200-2011 dataset,”
Catherine Wah, Steve Branson, Peter Welinder, Pietro Perona, and Serge Belongie, · 2011
Earlier work this paper cites.
“Generative adversarial nets,”
Ian Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio, · 2014
Earlier work this paper cites.
“Conditional generative adversarial nets,”
Mehdi Mirza and Simon Osindero, · 2014
Earlier work this paper cites.
“Conditional generative adversarial nets for convolutional face generation,”
Jon Gauthier, · 2014
Earlier work this paper cites.
“Very deep convolutional networks for large-scale image recognition,”
Karen Simonyan and Andrew Zisserman, · 2014
Earlier work this paper cites.
“Adam: A method for stochastic optimization,”
Diederik Kingma and Jimmy Ba, · 2014
Cited alongside, same era.
“Unsupervised representation learning with deep convolutional generative adversarial networks,”
Alec Radford, Luke Metz, and Soumith Chintala, · 2015
Cited alongside, same era.
“Deep generative image models using a laplacian pyramid of adversarial networks,”
Emily L Denton, Soumith Chintala, Rob Fergus, et al., · 2015
Cited alongside, same era.
“Texture synthesis using convolutional neural networks,”
Leon Gatys, Alexander S Ecker, and Matthias Bethge, · 2015
Cited alongside, same era.
“Imagenet large scale visual recognition challenge,”
Olga Russakovsky, Jia Deng, Hao Su, Jonathan Krause, Sanjeev Satheesh, Sean Ma, Zhiheng Huang, Andrej Karpathy, Aditya Khosla, Michael Bernstein, et al., · 2015
Cited alongside, same era.
“Going deeper with convolutions,”
Christian Szegedy, Wei Liu, Yangqing Jia, Pierre Sermanet, Scott Reed, Dragomir Anguelov, Dumitru Erhan, Vincent Vanhoucke, and Andrew Rabinovich, · 2015
Later among the works it cites.
“Perceptual losses for real-time style transfer and super-resolution,”
Justin Johnson, Alexandre Alahi, and Li Fei-Fei, · 2016
Later among the works it cites.
“Photo-realistic single image super-resolution using a generative adversarial network,”
Christian Ledig, Lucas Theis, Ferenc Huszár, Jose Caballero, Andrew Cunningham, Alejandro Acosta, Andrew Aitken, Alykhan Tejani, Johannes Totz, Zehan Wang, et al., · 2016
Later among the works it cites.
“Generative adversarial text to image synthesis,”
Scott Reed, Zeynep Akata, Xinchen Yan, Lajanugen Logeswaran, Bernt Schiele, and Honglak Lee, · 2016
Later among the works it cites.
“Learning deep representations of fine-grained visual descriptions,”
Scott Reed, Zeynep Akata, Honglak Lee, and Bernt Schiele, · 2016
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
“A neural algorithm of artistic style,”
Leon A Gatys, Alexander S Ecker, and Matthias Bethge, · 2015
Cited alongside, same era.
Plant Names: Scientific and Popular
A.B. Lyons,
Cited in the paper.