Fetching the paper…
Reading the bibliography…
Deep neural networks have dramatically advanced the state of the art for many areas of machine learning.
The laplacian pyramid as a compact image code
Peter J. Burt and Edward H. Adelson · 1983
Earlier work this paper cites.
Modelling the power spectra of natural images: statistics and information
A. Van der Schaaf and JH van Hateren · 1996
Earlier work this paper cites.
Imagenet classification with deep convolutional neural networks
Alex Krizhevsky, Ilya Sutskever, and Geoffrey E Hinton · 2012
Earlier work this paper cites.
Intriguing properties of neural networks
Christian Szegedy, Wojciech Zaremba, Ilya Sutskever, Joan Bruna, Dumitru Erhan, Ian Goodfellow, and Rob Fergus · 2013
Earlier work this paper cites.
Learning to generate chairs with convolutional neural networks
Alexey Dosovitskiy, Jost Tobias Springenberg, and Thomas Brox · 2014
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.
Adam: A method for stochastic optimization
Diederik Kingma and Jimmy Ba · 2014
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
Cited alongside, same era.
Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2015
Cited alongside, same era.
FaceNet: A unified embedding for face recognition and clustering
Florian Schroff, Dmitry Kalenichenko, and James Philbin · 2015
Cited alongside, same era.
Fully convolutional networks for semantic segmentation
Jonathan Long, Evan Shelhamer, and Trevor Darrell · 2015
Cited alongside, same era.
Draw: A recurrent neural network for image generation
Karol Gregor, Ivo Danihelka, Alex Graves, and Daan Wierstra · 2015
Later among the works it cites.
A neural algorithm of artistic style
Leon A. Gatys, Alexander S. Ecker, and Matthias Bethge · 2015
Later among the works it cites.
”deepdream - a code example for visualizing neural networks”, 2015
A. Mordvintsev, C. Olah, and M. Tyka · 2015
Later among the works it cites.
Understanding deep image representations by inverting them
Aravindh Mahendran and Andrea Vedaldi · 2015
Later among the works it cites.
Combining markov random fields and convolutional neural networks for image synthesis
Chuan Li and Michael Wand · 2016
Closest in time.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Alec Radford, Luke Metz, and Soumith Chintala · 2015
Cited alongside, same era.
publicdomainvectors.org
Cited in the paper.
”http://faceresearch.org: Experiments about faces and voice preferences”
Lisa DeBruine and Ben Jones
Cited in the paper.