2 code implementations • 2 Dec 2020 • Motoshi Abe, Junichi Miyao, Takio Kurita
As the one technique of dimensionality reduction, a stochastic neighbor embedding (SNE) was introduced.
1 code implementation • 17 Apr 2020 • Hideki Oki, Motoshi Abe, Junichi Miyao, Takio Kurita
The functionality of the metric learning to reduce the differences between similar outputs can be used for the knowledge distillation to reduce the differences between the outputs of the teacher model and the student model.
1 code implementation • 17 Apr 2020 • Motoshi Abe, Junichi Miyao, Takio Kurita
The neuron-wise discriminant criterion makes the input feature of each neuron in the output layer discriminative by introducing the discriminant criterion to each of the features.