MemRoPE: Training-Free Infinite Video Generation via Evolving Memory Tokens

Youngrae Kim, Qixin Hu, C. -C. Jay Kuo +1

Autoregressive diffusion enables real-time frame streaming, yet existing sliding-window caches discard past context, causing fidelity degradation, identity drift, and motion stagna…