2017-06-16 01:13:39 +08:00
2017-06-10 13:12:18 +08:00
2017-06-10 13:09:04 +08:00
fix
2017-06-16 01:13:39 +08:00

relation-network

implement relation network introduced by deepmind using keras.

Relation network is a noval neural network introduced by deepmind in A simple neural network module for relational reasoning. It can achieve super-human performance in challenging visual question answering datasets such as CLEVR.

I implement Relation network using keras and train it on a challenging visual question answering dataset called Cornell NLVR. The training is in progress. The temporal test accuracy is 76.87%, which is much higher than the previous state of the art (61.99%).

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Description
keras implementation of [A simple neural network module for relational reasoning](https://arxiv.org/pdf/1706.01427.pdf)
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