2 papers
cs.CV2025
MANTA: Cross-Modal Semantic Alignment and Information-Theoretic Optimization for Long-form Multimodal Understanding
Ziqi Zhong, Daniel Tang
While multi-modal learning has advanced significantly, current approaches often treat modalities separately, creating inconsistencies in representation and reasoning. We introduce…
cs.AI2024
DreamFactory: Pioneering Multi-Scene Long Video Generation with a Multi-Agent Framework
Zhifei Xie, Daniel Tang, Dingwei Tan +3
Current video generation models excel at creating short, realistic clips, but struggle with longer, multi-scene videos. We introduce \texttt{DreamFactory}, an LLM-based framework t…