IEEE

A Novel Temporal Variational Autoencoder Network based Process Monitoring Method for Large-Scale Industrial Processes

Abstract: Large-scale industrial processes are characterized by complex reaction mechanisms and strong correlation among operational units, which makes it more difficult to extract the temporal ...
GitHub

DicFace: Dirichlet-Constrained Variational Codebook Learning for Temporally Coherent Video Face Restoration

System requirement: PyTorch version >=2.4.1, python == 3.10 Tested on GPUs: A800, python version == 3.10, PyTorch version == 2.4.1, cuda version == 12.1 ./test_data ...
GitHub

Descript Audio Codec - VAE Variant (.dac-vae): High-Fidelity Audio Compression with Variational Autoencoder

This repository contains training and inference scripts for the Descript Audio Codec VAE variant (.dac-vae), a modified version of the original DAC that replaces the RVQGAN architecture with a ...
IEEE

Using LSTM Autoencoder and Dynamic Signal Decomposition for Efficient PAPR Reduction in UWA-OFDM

Abstract: Underwater Acoustic Communication (UWA) is an emerging wireless technology that enables reliable and long range data transmission in challenging underwater environments. To support high data ...