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Maxime Heckel 深入讲解如何在 Web 上实现抖动(dithering)、颜色量化与 CRT 像素化等复古着色后处理效果,结合 React Three Fiber/Three.js 展示自定义 shader 技术与艺术化应用。
The paper presents FAPE, a framework for fairness auditing in production ML, evaluating Fairlearn's ThresholdOptimizer across eight domains to show constraints help in high-disparity cases but can harm near-fair ones, advocating for continuous monitoring.
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.