The main challenge of universal image restoration tasks is handling different degradation images at once. In this work, we propose a selective hourglass mapping strategy based on conditional diffusion ...

Microsoft says Agent Framework 1.0 is the production-ready release, with stable APIs and long-term support for both .NET and Python. The framework is presented as a unified successor path that builds ...

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