Active Sampling for Ultra-Low-Bit-Rate Video Compression via Conditional Controlled Diffusion
ActDiff-VC is a video compression method using diffusion models for ultra-low bitrates. It partitions videos into variable segments and uses sparse motion trajectories as conditioning signals to reconstruct frames from a generative model. This allows for perceptually realistic video synthesis even when transmitting very little data.