← Search

Rupanjali Kukal

2 accepted papers

2026

MARS - A Foundational Map Auto-Regressor

ICLR 2026poster

Map generation tasks, featured by extensive non-structural vectorized data (e.g., points, polylines, and polygons), pose significant challenges to common pixel-wise generative models. Past works, by segmenting and then performing various vectorized post-processing, usually sacrifice accuracy. Motiva…

Cited by 0SourceScholar
2026

Unlocking Zero-Shot Geospatial Reasoning via Indirect Rewards

ICML 2026poster

Training robust reasoning vision-language models (VLMs) in rare domains (such as geospatial) is fundamentally constrained by supervision scarcity. While raw geospatial imagery is abundant, the amount of task-direct supervision falls far behind that of common domains. In this work, we validate an imp…

Cited by 0SourceScholar