●builderYou can apply FadeMem to reduce memory overhead in autoregressive video generation pipelines without sacrificing long-range scene consistency.
●researcherThe frequency-dependent decay motivation for KV merging is a principled alternative to heuristic cache eviction strategies in long-sequence generation.