#temporal constraints

try —

2 papers match

cs.RO2026

DLAM: Distributional Latent Actions with Temporal Constraints

Zuojin Tang, Feifan Luo, Haoyun Liu +10

The paper introduces DLAM, a distributional latent-action model that encodes video transitions as diagonal Gaussians with temporal constraints, improving reconstruction consistency…

#latent action modeling#vision-language-action#temporal constraints#distributional dynamics

cs.LG2026

ChronoQG: Towards a Temporally Expressive and Hop-Bounded Benchmark for Temporal Knowledge Graph Question Generation

Xuemeng Liu, Zhengpin Li, Wanpeng Tang +2

The paper presents ChronoQG, a benchmark for generating natural-language questions from temporal knowledge graphs that faithfully preserve temporal constraints, and shows that curr…

#temporal knowledge graphs#question generation#benchmark construction#temporal constraints