vqvae
所属分类：内容生成
开发工具：Python
文件大小：2836KB
下载次数：0
上传日期：2020-06-15 00:51:41
上 传 者：
sh-1993
说明： VQVAE|VAE|GumbelVAE|PixelCNN（美国有线电视新闻网）
(VQVAE | VAE | GumbelVAE | PixelCNN)
文件列表:
LICENSE (1076, 2020-06-15)
data (0, 2020-06-15)
experiments (0, 2020-06-15)
images (0, 2020-06-15)
images\reconstructions.png (1488013, 2020-06-15)
images\sampling.png (1413414, 2020-06-15)
models (0, 2020-06-15)
models\__init__.py (119, 2020-06-15)
models\gumbelvae.py (6699, 2020-06-15)
models\modules.py (4045, 2020-06-15)
models\pixelcnn.py (2224, 2020-06-15)
models\vae.py (8912, 2020-06-15)
models\vqvae.py (5341, 2020-06-15)
train_gumbel_vae.py (6723, 2020-06-15)
train_pixelcnn.py (5089, 2020-06-15)
train_pixelcnn_prior.py (6169, 2020-06-15)
train_vae.py (6471, 2020-06-15)
train_vqvae.py (5916, 2020-06-15)
utils.py (3678, 2020-06-15)
# Models:
- [x] PixelCNN
- https://arxiv.org/abs/1606.05328
- https://arxiv.org/abs/1601.06759
- [x] VAE
- https://arxiv.org/abs/1906.02691
- [x] Gumbel VAE
- https://arxiv.org/abs/1611.01144
- [x] VQVAE
- https://arxiv.org/abs/1711.00937
- https://arxiv.org/abs/1906.00446
# Reconstructions & bits/dim
# Sampling with PixelCNN prior
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