5
CNN Literature Review
source link: https://changkun.de/blog/_todo/2017-10-24-cnn-literature-review/
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In this post, we are going to discuss CNN and its relavant papers.
Basic Components
Convolutional filter
Pooling operation
Equivariant & Invariant Property
Papers
- AlexNet (2012)
- ZF Net (2013)
- VGG Net (2014)
- GoogLeNet (2015)
- Microsoft ResNet (2015)
- Region Based CNNs (R-CNN - 2013, Fast R-CNN - 2015, Faster R-CNN - 2015)
- Generative Adversarial Networks (2014)
- Generating Image Descriptions (2014)
- Spatial Transformer Networks (2015)
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