Hung Nguyen

Recency Forcing: Bridging the Long-Horizon Gap in Autoregressive Video Generation

Autoregressive (AR) video generation degrades over long horizons due to an overlooked train-inference discrepancy we term KV eviction mismatch: models train on short clips where all context frames reside in the KV cache, but at inference, memory constraints force distant frames to be evicted from the KV cache - removin...