Abstract: Vector quantized variational autoencoders, as variants of variational autoencoders, effectively capture discrete representations by quantizing continuous latent spaces and are widely used in ...

Abstract: The growing demand for data rates in optical wireless systems has driven the adoption of coherent detection in intricate and variable free-space environments, which urgently requires blind ...

Polysomnography (PSG) provides the gold standard for sleep assessment but suffers from substantial heterogeneity across recording devices and cohorts. There have been growing efforts to build ...

Additional visualizations highlighting the comparison between the proposed two-stage AG-VQ-VAE network (without skip connections) and the single-stage AG-UNet (with skip connections) are presented.

A major challenge in robotics is training robots to perform new tasks without the massive effort of collecting and labeling datasets for every new task and environment. Recent research efforts from ...

Generative AI has risen to remarkable prominence, driven by notable AI advancements like ChatGPT. Whether it’s ChatGPT-4, which seamlessly merges text and image generation capabilities or Midjourney, ...