25. 参考⽂文献
l ニューラルネットワークの学習の謎
– “The loss surfaces of multilayer networks”, A. Choromanska, et. al.
AISTATS2015
– “Open Problem: The landscape of the loss surfaces of multilayer networks”, A.
Choromanska, et. al. 2015 COLT
l 敵対的⽣生成モデル
– Generative Adversarial Networks, I. J. Goodfellow, et. al. 2014
– Unsupervised Representation Learning with Deep Convolutional Generative
Adversarial Networks, A. Radford, ICLR 2016
l 系列列から系列列への変換
– “Sequence to sequence learning with neural networks”, I. Sutskever, 2014
– “Aetherial Symbols”, G. Hinton 2015
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26. l Ladder Networks
– “Semi-‐‑‒supervised Learning with Ladder Networks”, A. Rasmus, et. al. 2015
– “Deconstructing the Ladder Network Archtecture”, M. Pezeshki, 2015
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