Last week in Generative Image & Video

I curate a weekly multimodal AI roundup, here are the open-source image & video highlights from the last week: - CausalCine - Interactive autoregressive framework for multi-shot video narratives. Content-Aware Memory Routing retrieves historical KV entries by attention relevance instead of temporal proximity, solving motion stagnation and semantic drift in long-rollout generation. Distilled to a few-step generator for real-time use. Paper | GitHub - SwiftI2V - Efficient 2K image-to-video generation.