Some candidates for Paddle Models repository. - Githubissues

PaddlePaddle / models

Officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, big models and so on.

Apache License 2.0

6.92k stars 2.91k forks source link

Some candidates for Paddle Models repository. #532

Closed lcy-seso closed 6 years ago

lcy-seso commented 6 years ago

We are going to find more partners to help us add more popular models into the Paddle Models repository. Here are some candidates. If anyone has any suggestion please comment this issue. Thank you.

Understanding / Generalization / Transfer

Distilling the knowledge in a neural network (2015), G. Hinton et al. [pdf]

Optimization / Training Techniques

Training very deep networks (2015), R. Srivastava et al. [pdf]

Convolutional Neural Network Models

Identity Mappings in Deep Residual Networks (2016), K. He et al. [pdf]

Segmentation

Fully convolutional networks for semantic segmentation (2015), J. Long et al. pdf

Image / Video

Show, attend and tell: Neural image caption generation with visual attention (2015), K. Xu et al. [pdf]
Show and tell: A neural image caption generator (2015), O. Vinyals et al. [pdf]

Natural Language Processing / RNNs

Teaching machines to read and comprehend (2015), K. Hermann et al. [pdf]
A convolutional neural network for modeling sentences (2014), N. Kalchbrenner et al. [pdf]
Distributed representations of words and phrases and their compositionality (2013), T. Mikolov et al. [pdf]

Mobile

SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and< 1MB model size (2016), F. Iandola et al. [pdf]

Classic Paper

Natural language processing (almost) from scratch (2011), R. Collobert et al. [pdf]
Stacked denoising autoencoders: Learning useful representations in a deep network with a local denoising criterion (2010), P. Vincent et al. [pdf]

shanyi15 commented 6 years ago

您好，此issue在近一个月内暂无更新，我们将于今天内关闭。若在关闭后您仍需跟进提问，可重新开启此问题，我们将在24小时内回复您。因关闭带来的不便我们深表歉意，请您谅解~感谢您对PaddlePaddle的支持! Hello, this issue has not been updated in the past month. We will close it today for the sake of other user‘s experience. If you still need to follow up on this question after closing, please feel free to reopen it. In that case, we will get back to you within 24 hours. We apologize for the inconvenience caused by the closure and thank you so much for your support of PaddlePaddle Group!