GitHub

LDA_example_1.ipynb

"###There are three documents in this example in Chinese, the first and second are news about NBA, the third one is a new about\n", "####read in first document nlp_nba_1.txt and split the words, then ...
GitHub

Example of replacing MLP with KAN in autoencoder(AE) and variational autoencoder(VAE)

This is an implementation that uses KAN instead of MLP in both autoencoder and variational autoencoder, the experimental dataset is MNIST, and the same network architecture and training parameters are ...
INSPIRE

Schwinger's variational principle in quantum mechanics with velocity dependent potential. 1. one dimensional case

Schwinger's variational principle is formulated for the quantum system which corresponds to the one-dimensional classical system described by the Lagrangian L_c(\dotx, x) = (M/2) f^-1(x)\dotx^2 - v(x) ...
IEEE

Variational Depth Superresolution Using Example-Based Edge Representations

Abstract: In this paper we propose a novel method for depth image superresolution which combines recent advances in example based upsampling with variational superresolution based on a known blur ...