Abstract: In this study, we introduce an innovative signal to interference and noise ratio (SINR) time sequence feedback scheme based on vector quantization variational autoencoder (VQ-VAE). We ...

The labor market is becoming increasingly inhospitable in the United States, as demand for workers continues to wane and job postings are at their lowest levels since the pandemic. New data from the ...

America is still growing. But not by much. According to U.S. census estimates released on Jan. 27, population growth has slowed "significantly," with just 1.8 million more people between July 1, 2024, ...

Abstract: Recent research has explored integrating lattice vector quantization (LVQ) into learned image compression models. Due to its more efficient Voronoi covering of vector space than scalar ...

imagenet └── train/ ├── n01440764 ├── n01440764_10026.JPEG ├── n01440764_10027.JPEG ├── ... ├── n01443537 ...