GitHub

A conditional graph variational autoencoder framework.py

"""**3 A dataset of zeolite structures were assembled from crystallographic information files (CIFs). Each CIF describes a periodic framework with a fixed lattice and atomic positions. The structures ...
IEEE

Conditional Variational Autoencoder for Gloss-Free Sign Language Translation

Abstract: Sign language translation (SLT) traditionally requires costly human gloss annotations. Recently, gloss-free approaches, which directly generate text from video, have been studied and ...
GitHub

Conditional AutoEncoder with Super-resolution for Augmented Reduction

CAESAR is a unified framework for spatio-temporal scientific data reduction. The baseline model, CAESAR-V, is built on a variational autoencoder (VAE) with scale hyperpriors and super-resolution ...
IEEE

Conditional Variational Autoencoder for Exoplanetary Radiance Spectrum Modeling

Abstract: We introduce a Conditional Variational Autoencoder (CVAE) surrogate for exoplanet spectral modeling, trained on a wide grid of synthetic spectra spanning key planetary regimes. By tuning ...