UCM: Unified Modeling of Camera Control and Memory with Time-aware Positional Encoding Warping for World Models

Tianxing Xu, Zixuan Wang, Guangyuan Wang +5

World models based on video generation demonstrate remarkable potential for simulating interactive environments yet suffer from persistent difficulties in two key areas: maintainin…