Text-to-video generators under-develop irreversible processes: near-zero progress and 92-100% stasis versus real footage (rho=+0.40, 35% static), confirmed by human raters.
AUTM flow: Atomic unrestricted time machine for monotonic normalizing flows,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.CV 1years
2026 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
Diagnosing Under-Development of Irreversible Processes in Video Generation
Text-to-video generators under-develop irreversible processes: near-zero progress and 92-100% stasis versus real footage (rho=+0.40, 35% static), confirmed by human raters.