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lines changed Original file line number Diff line number Diff line change @@ -15,7 +15,8 @@ Convolutional NNs and Recurrent NNs).
1515
1616Note that the generalized neighbor loss equation is flexible and can have other
1717forms besides the one illustrated above. For example, we can also select
18- \\ (\sum_ {x_j \in \mathcal{N}(x_i)}\mathcal{E}(y_i,g_ \theta(x_j)\\ ) to be the
18+ ![ equation] ( http://www.sciweavers.org/tex2img.php?eq=%5C%28%5Csum_%7Bx_j%20%5Cin%20%5Cmathcal%7BN%7D%28x_i%29%7D%5Cmathcal%7BE%7D%28y_i%2Cg_%5Ctheta%28x_j%29%5C%29&bc=White&fc=Black&im=jpg&fs=12&ff=arev&edit=0 )
19+ to be the
1920neighbor loss, which calculates the distance between the ground truth \\ (y_i\\ )
2021and the prediction from the neighbor \\ (g_ \theta(x_j)\\ ). This is commonly used
2122in adversarial learning
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