This is a kind of dairy for my reading of paper/resource for AI especially on deep learning.
- Transfer Learning
- Basic Deep Learning
- Deep Learning on devices
Particularly keen to understand more about transfer learning and so start on this.
- How transferable are features in deep neural networks?
- Decaf A deep convolutional activation feature for generic visual recognition
- How Deep Learning Work
- Rethinking the Inception Architecture for Computer Vision
- Inception-V4, Inception-ResNet and the Impact of Residual Connections on Learning
- CNN Feature Off-the-Shelf: an Astouding Baseline for Recognition