| @article{gregor2015draw, | |
| title={DRAW: A recurrent neural network for image generation}, | |
| author={Gregor, Karol and Danihelka, Ivo and Graves, Alex and Rezende, Danilo Jimenez and Wierstra, Daan}, | |
| journal={arXiv preprint arXiv:1502.04623}, | |
| year={2015}, | |
| url ={https://arxiv.org/pdf/1502.04623.pdf} | |
| } | |
| @article{mercier2011humans, | |
| title={Why do humans reason? Arguments for an argumentative theory}, | |
| author={Mercier, Hugo and Sperber, Dan}, | |
| journal={Behavioral and brain sciences}, | |
| volume={34}, | |
| number={02}, | |
| pages={57--74}, | |
| year={2011}, | |
| publisher={Cambridge Univ Press}, | |
| doi={10.1017/S0140525X10000968} | |
| } | |
| @article{dong2014image, | |
| title={Image super-resolution using deep convolutional networks}, | |
| author={Dong, Chao and Loy, Chen Change and He, Kaiming and Tang, Xiaoou}, | |
| journal={arXiv preprint arXiv:1501.00092}, | |
| year={2014}, | |
| url={https://arxiv.org/pdf/1501.00092.pdf} | |
| } | |
| @article{dumoulin2016adversarially, | |
| title={Adversarially Learned Inference}, | |
| author={Dumoulin, Vincent and Belghazi, Ishmael and Poole, Ben and Lamb, Alex and Arjovsky, Martin and Mastropietro, Olivier and Courville, Aaron}, | |
| journal={arXiv preprint arXiv:1606.00704}, | |
| year={2016}, | |
| url={https://arxiv.org/pdf/1606.00704.pdf} | |
| } | |
| @article{dumoulin2016guide, | |
| title={A guide to convolution arithmetic for deep learning}, | |
| author={Dumoulin, Vincent and Visin, Francesco}, | |
| journal={arXiv preprint arXiv:1603.07285}, | |
| year={2016}, | |
| url={https://arxiv.org/pdf/1603.07285.pdf} | |
| } | |
| @article{gauthier2014conditional, | |
| title={Conditional generative adversarial nets for convolutional face generation}, | |
| author={Gauthier, Jon}, | |
| journal={Class Project for Stanford CS231N: Convolutional Neural Networks for Visual Recognition, Winter semester}, | |
| volume={2014}, | |
| year={2014}, | |
| url={http://www.foldl.me/uploads/papers/tr-cgans.pdf} | |
| } | |
| @article{johnson2016perceptual, | |
| title={Perceptual losses for real-time style transfer and super-resolution}, | |
| author={Johnson, Justin and Alahi, Alexandre and Fei-Fei, Li}, | |
| journal={arXiv preprint arXiv:1603.08155}, | |
| year={2016}, | |
| url={https://arxiv.org/pdf/1603.08155.pdf} | |
| } | |
| @article{mordvintsev2015inceptionism, | |
| title={Inceptionism: Going deeper into neural networks}, | |
| author={Mordvintsev, Alexander and Olah, Christopher and Tyka, Mike}, | |
| journal={Google Research Blog}, | |
| year={2015}, | |
| url={https://research.googleblog.com/2015/06/inceptionism-going-deeper-into-neural.html} | |
| } | |
| @misc{mordvintsev2016deepdreaming, | |
| title={DeepDreaming with TensorFlow}, | |
| author={Mordvintsev, Alexander}, | |
| year={2016}, | |
| url={https://github.com/tensorflow/tensorflow/blob/master/tensorflow/examples/tutorials/deepdream/deepdream.ipynb}, | |
| } | |
| @article{radford2015unsupervised, | |
| title={Unsupervised representation learning with deep convolutional generative adversarial networks}, | |
| author={Radford, Alec and Metz, Luke and Chintala, Soumith}, | |
| journal={arXiv preprint arXiv:1511.06434}, | |
| year={2015}, | |
| url={https://arxiv.org/pdf/1511.06434.pdf} | |
| } | |
| @inproceedings{salimans2016improved, | |
| title={Improved techniques for training gans}, | |
| author={Salimans, Tim and Goodfellow, Ian and Zaremba, Wojciech and Cheung, Vicki and Radford, Alec and Chen, Xi}, | |
| booktitle={Advances in Neural Information Processing Systems}, | |
| pages={2226--2234}, | |
| year={2016}, | |
| url={https://arxiv.org/pdf/1606.03498.pdf} | |
| } | |
| @article{shi2016deconvolution, | |
| title={Is the deconvolution layer the same as a convolutional layer?}, | |
| author={Shi, Wenzhe and Caballero, Jose and Theis, Lucas and Huszar, Ferenc and Aitken, Andrew and Ledig, Christian and Wang, Zehan}, | |
| journal={arXiv preprint arXiv:1609.07009}, | |
| year={2016}, | |
| url={https://arxiv.org/pdf/1609.07009.pdf} | |
| } | |
| @misc{openai2018charter, | |
| author={OpenAI}, | |
| title={OpenAI Charter}, | |
| type={Blog}, | |
| number={April 9}, | |
| year={2018}, | |
| url={https://blog.openai.com/charter}, | |
| } | |