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The paper introduces Selective Hypergraph Refinement (SHR), a label-free post-processing method that uses hypergraphs to refine cluster assignments in frozen graph models without updating parameters, showing measurable improvements.
Describes a method for unifying outputs from thousands of agents in parallel forecasting tasks, achieving consistency and cost efficiency through post-processing and homogeneous task design.
Gyroflow is an open-source application that stabilizes videos using gyroscope and accelerometer data from cameras or external sources, featuring real-time preview, GPU processing, rolling shutter correction, and video editor plugins.