changchencc / ConvDRAW

DeepMind’s ConvDRAW: “Towards Conceptual Compression” (NIPS 2016) with TensorFlow.

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ConvDRAW

TensorFlow Implementation of DeepMind’s Convolutional DRAW: “Towards Conceptual Compression” (NIPS 2016) on the SVHN generation task.

The DRAW process proceeds in 8 steps from the leftmost column to the second column from the left and the rightmost column is original images.

 

This code was based on Eric Jang's DRAW.

Usage

python main.py

ToDo

There seems to be something bug in tensor multiplication in write attention function therefore it turns off now.

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DeepMind’s ConvDRAW: “Towards Conceptual Compression” (NIPS 2016) with TensorFlow.

License:Apache License 2.0


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