I am looking for a way to combine two feature vectors of same size and in result get the same size.
Size of Feature Map1 = ( 256, 32, 32)
Size of Feature Map2 = ( 256, 32, 32)
In the excisting model the authors are concatenating them and hence getting the result = ( 512, 32, 32)
I want the result in size (256, 32, 32).
But the conditions are, I can not divide them by 2 , or do Dot or Cross multiplication.
Can you please help me suggest any other possible ideas?