k* Distribution: Evaluating the Latent Space of Deep Neural Networks using Local Neighborhood Analysis

1 code implementation • 7 Dec 2023 • Shashank Kotyan, Ueda Tatsuya, Danilo Vasconcellos Vargas

While these methods effectively capture the overall sample distribution in the entire learned latent space, they tend to distort the structure of sample distributions within specific classes in the subset of the latent space.

Dimensionality Reduction