Search Results for author: Motoshi Abe

Found 3 papers, 3 papers with code

q-SNE: Visualizing Data using q-Gaussian Distributed Stochastic Neighbor Embedding

2 code implementations2 Dec 2020 Motoshi Abe, Junichi Miyao, Takio Kurita

As the one technique of dimensionality reduction, a stochastic neighbor embedding (SNE) was introduced.

Dimensionality Reduction

Triplet Loss for Knowledge Distillation

1 code implementation17 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.

Knowledge Distillation Metric Learning

Adaptive Neuron-wise Discriminant Criterion and Adaptive Center Loss at Hidden Layer for Deep Convolutional Neural Network

1 code implementation17 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.

Face Recognition General Classification +1

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