Latent inter-frame pruning plus attention recovery raises video diffusion throughput 1.44x to 12.44 FPS while keeping quality, by skipping duplicate latent patches.
From slow bidirectional to fast autoregressive video diffusion mod- els
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Latent Inter-Frame Pruning: A Training-Free Method Bridging Traditional Video Compression and Modern Diffusion Transformers for Efficient Generation
Latent inter-frame pruning plus attention recovery raises video diffusion throughput 1.44x to 12.44 FPS while keeping quality, by skipping duplicate latent patches.