Some candidates for Paddle Models repository.
Created by: lcy-seso
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]