GANの概要とDCGANのアーキテクチャ／アルゴリズム

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Hirosaji

社内で使った深層学習勉強会スライド（再構成版） 2019/10/30@Hirosaji ===== Title (English): GAN overview and DCGAN architecture / algorithm

Technology

. Deep Learning―Python
, 2016
! PyTorch ,
2019
Goodfellow, Ian, et al. Generative adversarial nets., Advances in neural
information processing systems. 2014
Radford, Alec, Luke Metz, Soumith Chintala. Unsupervised representation
learning with deep convolutional generative adversarial networks., arXiv
preprint, arXiv:1511.06434. 2015
Thank you!

Thank you!
CS231n Winter 2016: Lecture 13: Segmentation, soft attention,
spatial transformers
https://youtu.be/ByjaPdWXKJ4
PyTorch documentation
https://pytorch.org/docs/

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