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Latent Variable Decomposition using hand-written digit images

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日本語の解説記事はこちら

概要

手書き数字データ(EMNIST)の潜在変数を獲得する。

~ポイント~

数字ラベルを利用することで、

  1. 数字の識別に寄与する潜在変数
  2. 数字の識別に無関係な潜在変数 に分離することを目指す。

Abstract

My goal is to obtain latent variable from hand-written digit datasets(EMNIST).

-Points-

Usinig digit labels, decompose latent variable to following two parts.

  1. Latent Variable which contribute to classify digit labels.
  2. Latent Variable which is irrelevant to classify digit labels.

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