SwiftVR achieves real-time generative video restoration at 1080p on consumer GPUs (26 FPS on RTX 5090) and higher resolutions on H100 via efficient dense attention and chunk-wise autoencoding.
Fape-ir: Frequency-aware planning and execution framework for all-in-one image restoration.arXiv preprint arXiv:2511.14099, 2025
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SwiftVR: Real-Time One-Step Generative Video Restoration
SwiftVR achieves real-time generative video restoration at 1080p on consumer GPUs (26 FPS on RTX 5090) and higher resolutions on H100 via efficient dense attention and chunk-wise autoencoding.