OSLNet: Deep Small-Sample Classification with an Orthogonal Softmax Layer

Xiaoxu Li, Dongliang Chang, Zhanyu Ma +5

A deep neural network of multiple nonlinear layers forms a large function space, which can easily lead to overfitting when it encounters small-sample data. To mitigate overfitting…