2026
SwiftVideo: A Unified Framework for Few-Step Video Generation Through Trajectory-Distribution Alignment
AAAI 2026technical
Diffusion-based or flow-based models have achieved significant progress in video synthesis but require multiple iterative sampling steps, which incurs substantial computational overhead. While many distillation methods that are solely based on trajectory-preserving or distribution-matching have been