2 papers
cs.CV2026
SlotMem: Character-Addressable Internal Memory for Narrative Long Video Generation
Yilai Liu, Xin Zhang, Shiyuan Zhang +1
Maintaining recurring character identities across scene transitions and long temporal gaps is a central challenge in narrative long video generation. Methods targeting global consi…
cs.CL2026
Distill Where the Student Goes: Teacher-Regularized RL for English-Evidence Cross-Lingual RAG
Haotian Zhou, Weiran Huang, Siqi Liu +3
Cross-lingual retrieval-augmented generation (RAG) is often deployed in an English-evidence regime, where users query in diverse languages but retrieved passages remain English. In…