Abstract: Images occupy a prominent place in data because they are more visually appealing than sounds or texts. Acoustic waves are the only feasible alternative for long-distance underwater ...

Abstract: Variable rate is a requirement for flexible and adaptable image and video compression. However, deep image compression methods (DIC) are optimized for a single fixed rate-distortion (R-D) ...

1. Denoising autoencoder trained on normal-only windows. Convolutional bottleneck architecture with a 256-D latent (64:1 compression, forces the network to keep only structural regularities of ...

A glass of water may look perfectly uniform, but at the molecular level, it could be carrying two different forms that are ...

Note This project repository contains the long papers from ICML 2025. Each paper’s framework diagrams, experimental figures, and other visuals are extracted to study their presentation techniques.