Abstract: Image restoration seeks to recover high-quality images from degraded inputs but becomes highly ill-posed under complex, mixed degradations. While unified all-in-one models are common, their ...

Chatbots have changed many professionals’ workflows and processes. Accountants, lawyers, SEO experts, writers, agencies, developers, and even teachers are still discussing the changes taking place in ...

Any committed film geek who spends time on the internet, and particularly on YouTube, has surely experienced this particular phenomenon in the last few years: You read something about a film, and then ...

This work considers the problem of learning cooperative policies in multi-agent settings with partially observable and non-stationary environments without a communication channel. We focus on ...

Copilot in Excel introduces new finance-focused capabilities that help teams work to their standards, use trusted financial data, and stay in control of every change. GPT‑5.5 Instant is now available ...

If you ask any director, screenwriter, actor, stunt performer, gaffer, editor, cameraperson or other Hollywood worker, they’ll likely tell you a variation on the same story: “My dream, ever since I ...

School of Informatics, University of Edinburgh, Edinburgh EH8 9AB, U.K. School of Informatics, University of Edinburgh, Edinburgh EH8 9AB, U.K. The Alan Turing Institute, London NW1 2DB, U.K. School ...