Memory Forcing: Spatio-temporal Memory for Consistent Scene Generation on Minecraft

Published in arXiv preprint, 2025

Abstract

We introduce Memory Forcing, a training framework that enables video diffusion models to balance exploration and revisit consistency for autoregressive video generation in Minecraft using spatio-temporal memory mechanisms.

BibTeX

@article{huang2025memoryforcing,
  title   = {Memory Forcing: Spatio-temporal Memory for Consistent Scene Generation on Minecraft},
  author  = {Huang, Junchao and Hu, Xinting and Han, Boyao and Shi, Shaoshuai and Tian, Zhuotao and He, Tianyu and Jiang, Li},
  journal = {arXiv preprint arXiv:2510.03198},
  year    = {2025}
}

Recommended citation: Junchao Huang, Xinting Hu, Boyao Han, Shaoshuai Shi, Zhuotao Tian, Tianyu He, Li Jiang. (2025). "Memory Forcing: Spatio-temporal Memory for Consistent Scene Generation on Minecraft." arXiv:2510.03198.
Download Paper