Generative Adversarial Networksの基礎と応用について

東北大学で行われた研究会で用いたスライドです。参考になれば幸いです。

1 users, 3 mentions 2019/10/24 15:49
StyleGAN: A Style-Based Generator Architecture for Generative Adversarial N...

論文 A Style-Based Generator Architecture for Generative Adversarial Networks(Karras et al., 2019) いつも...

5 users, 2 mentions 2019/03/06 11:14
[1811.11264] Synthesizing Tabular Data using Generative Adversarial Network...

Generative adversarial networks (GANs) implicitly learn the probability distribution of a dataset an...

1 users, 1 mentions 2019/08/18 11:16
Data Synthesis based on Generative Adversarial Networks (VLDB 2018) 読んだ - 糞...

[1806.03384] Data Synthesis based on Generative Adversarial Networks 匿名化については micro aggregation (各行を...

0 users, 0 mentions 2019/08/25 10:49
Boundary Equilibrium Generative Adversarial Networks [arXiv:1703.10717] – ご...

概要 BEGAN: Boundary Equilibrium Generative Adversarial Networksを読んだ Chainerで実装した

18 users, 1 mentions 2020/03/20 08:21
Generative Adversarial Networks @ ICML 2019

Generative Adversarial Networks @ ICML 2019 Generative Adversarial Networks (GANs) @ ICML 2019の論文まとめ...

5 users, 2 mentions 2019/07/21 11:16
【論文メモ】 A U-Net Based Discriminator for Generative Adversarial Networks|uchi...

A U-Net Based Discriminator for Generative Adversarial Networks を読んだ。 A U-Net Based Discriminat...

0 users, 1 mentions 2020/03/11 14:20
[1908.00999] Cycle In Cycle Generative Adversarial Networks for Keypoint-Gu...

In this work, we propose a novel Cycle In Cycle Generative Adversarial Network (C$^2$GAN) for the ta...

0 users, 1 mentions 2019/09/17 20:17
Synthesizing Tabular Data using Generative Adversarial Networks (preprint) ...

[1811.11264] Synthesizing Tabular Data using Generative Adversarial Networks] GAN を使って表形式のデータを生成する論文...

1 users, 0 mentions 2019/09/28 02:47
[1910.04302] Prescribed Generative Adversarial Networks

Generative adversarial networks (GANs) are a powerful approach to unsupervised learning. They have a...

0 users, 13 mentions 2019/10/31 21:50