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Summary of Paper Survey
https://tmats.github.io/survey/
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Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning #61

Closed TMats closed 6 years ago

TMats commented 7 years ago

https://arxiv.org/abs/1605.08104

TMats commented 7 years ago

いわゆるprednet 実装 https://github.com/coxlab/prednet

The architecture is implemented as a custom layer1 in Keras. Code and model data is now compatible with Keras 2.0. Specifically, it has been tested on Keras 2.0.6 with Theano 0.9.0, Tensorflow 1.2.1, and Python 2.7. The provided weights were trained with the Theano backend. For previous versions of the code compatible with Keras 1.2.1, use fbcdc18. To convert old PredNet model files and weights for Keras 2.0 compatibility, see convert_model_to_keras2 in keras_utils.py.

TMats commented 6 years ago
TMats commented 6 years ago

これとmodel-base RLは相性が良さそう

TMats commented 6 years ago

predictive coding系の論文