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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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incomplete formula for correlation layer? #14374

Open hubutui opened 5 years ago

hubutui commented 5 years ago

Hi, I check https://mxnet.incubator.apache.org/versions/master/api/python/ndarray/ndarray.html#mxnet.ndarray.Correlation, and it seems that the formula of correlation is incomplete. According to FlowNet, it should be:

c(x_{1}, x_{2}) = \sum_{o \in [-k,k] \times [-k,k]} <f_1(x_1+o), f_2(x_2+o)>

Also, adding FlowNet referrence to document may helps.

mxnet-label-bot commented 5 years ago

Hey, this is the MXNet Label Bot. Thank you for submitting the issue! I will try and suggest some labels so that the appropriate MXNet community members can help resolve it.