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James Hurley

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titleconferencedate
Real-time video upscaling using CNNs and WebGPUWeb AI Summit 20252025-10-17
Uses WebGPU compute shaders to run a six‑layer CNN that does about 3,000 MACs per pixel on incoming video frames, importing video frames zero‑copy when…
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Real-Time Video Super Resolution for Live Streaming with WebGPUDemuxed 20242024-10-16
Pipeline implements a WebGPU-powered VSR that runs on viewers' GPUs and hits real-time 60 FPS under 16.67 ms by combining bilinear pre-upscale, a small CNN on…
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