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Tianran Liu

3 accepted papers

2025

Towards foundational LiDAR world models with efficient latent flow matching

NeurIPS 2025poster

LiDAR-based world models offer more structured and geometry-aware representations than their image-based counterparts. However, existing LiDAR world models are narrowly trained; each model excels only in the domain for which it was built. This raises a critical question: can we develop LiDAR world m…

Cited by 0SourceScholar
2023

The Linearity of the Effect of Surprisal on Reading Times across Languages

EMNLP 2023short findings

In psycholinguistics, surprisal theory posits that the amount of online processing effort expended by a human comprehender per word positively correlates with the surprisal of that word given its preceding context. In addition to this overall correlation, more importantly, the specific quantitative…

Cited by 0SourceScholar