Abstract: The image super-resolution (SR) task in semantic communication can directly apply the delivered information to the downstream SR task, eliminating complex processing at the receiver and ...

To enhance image quality, this paper proposes a multilayer residual network super-resolution reconstruction method that utilizes an attention mechanism. This method effectively extracts high-frequency ...

We aim at accelerating super-resolution (SR) networks on large images (2K-8K). The large images are usually decomposed into small sub-images in practical usages. Based on this processing, we found ...

LaMa generalizes surprisingly well to much higher resolutions (~2k ️) than it saw during training (256x256), and achieves the excellent performance even in challenging scenarios, e.g. completion of ...

Maps and graphs from Water in Australia 2019–20 are available to download and re-use under a creative commons copyright license. Please read the creative commons copyright conditions available at the ...

Birmingham Panthers claimed their first-ever win with a 71-70 victory over fellow new franchise Nottingham Forest in Round 6 of the Netball Super League. London Pulse kept their perfect score with a ...

The son of NTV CEO Scott Stirling was shot and killed by police during a traffic stop in Newport Beach, California, on Thursday, April 17. The RCMP says that more than seven million contraband ...

Over my forty years or so in and around dealing rooms and financial markets, I have heard many theories as to how to approach that problem and have settled on a process that has worked for me ...