Yixuan Ding

LayerRecall: A State-Conditioned Memory Router for Long-Horizon Consistency in Video Generation

This work introduces LayerRecall, a current-conditioned, layer-selective memory router that retrieves relevant historical K/V states and injects them only into backbone-specific memory-sensitive layers while preserving local attention elsewhere, and proposes Cross-Horizon Prediction Matching (CHPM), which uses a privil...