Compression Forcing: Hierarchical History Tokenization Enables Flexible World Models
arXiv:2611.04028v1 Announce Type: new Abstract: Effective world modeling requires compressing salient history information that facilitates future prediction. However, most existing approaches inherit tokenization and conditioning mechanisms from video generation, where objectives are centered aroun…
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- 2026-11-04 05:00 · arXiv cs.CV
Compression Forcing: Hierarchical History Tokenization Enables Flexible World Models