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From Short Clips to Real-Time Streams: Identity-Aware Supervision and Context-Efficient Generation for Video Face Swapping

Hugging Face Daily Papers ↗ · 2026-10-19 Cached

StreamingSwap is a real-time flow-matching framework for video face swapping that uses a Joint Rec-ID loss and context-efficient generation (Face-RoI + short-context rollout) to achieve 20 FPS on an RTX 4090 over videos up to 10 minutes, along with the HumanFaceVid 1,000-hour cinematic dataset.

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