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apache / mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more
https://mxnet.apache.org
Apache License 2.0
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CRF as RNN with permutohedral lattice #2771

Closed piiswrong closed 7 years ago

piiswrong commented 8 years ago

I have implemented high dimensional filtering for dense crf with permutohedral lattice approximation. However, I don't have time to work on reproducing crf as rnn.

The code is here: https://github.com/piiswrong/permutohedral. the GPU implementation is 20x faster than cpu version (which is taken from the caffe implementation by the original author of crf as rnn paper).

If anyone want's to try reproducing crf as rnn please let me know.

@winstywang @tornadomeet

tornadomeet commented 8 years ago

@pluskid refer to #337

winstywang commented 8 years ago

Will do that later, bot possibly not now.

buptweixin commented 7 years ago

Does anyone has implemented it?

buptweixin commented 7 years ago

@piiswrong @tornadomeet @winstywang