2 papers
cs.AI2026
Trie Automata for Constrained Decoding over Large Finite Sets
Xingzi Xu, Karim Bouyarmane
Large language models increasingly need to generate structured outputs that conform to predefined schemas, with one common constraint being selection from a finite set of valid str…
cs.CV2026
D2HDMap: Non-visible Driveline Map Prior for Online Vectorized HD Map Prediction
Seojun Shon, Chikao Tsuchiya, Dhaval Bhanderi +3
Accurate, up-to-date representations of road structures are critical for the safe operation of autonomous vehicles. Existing systems rely either on costly, maintenance-heavy high-d…