Eren Unlu

ArXiv preprint proposing geotokens as transformer input components tied to geographic locations and a position encoding approach tailored for spherical coordinates.

ArXiv preprint detailing proof-of-concept fine-tuning of a 1B-parameter LLM via distilled artificial dataset to provide a natural language interface to OpenStreetMap and explore geospatially aware RAG applications.

Paper introducing the notion of geotokens and a position encoding mechanism adapted from RoPE for transformer inputs representing geographical coordinates on a sphere.

Methodology for training sentence embedding models for Turkish by aligning embedding spaces using translation pairs and a two-stage fine-tuning regimen.

Paper describing an autonomous optics-based UAV detection, tracking and identification system using a wide-angle static RGB camera and a rotating turret camera, with deep learning detection and novel tracking policies.