FrameForge: Harnessing Priors of Video Foundation Models for Unified Image Generation

FrameForge harnesses priors of video foundation models for unified image generation. It models conditional generation through input-adaptive virtual temporal relations. FrameForge includes Mixture of Temporal Experts and Chain of Temporal Reasoning.