Georgios Michail Pantazopoulos

From pixels to actions: grounding in vision-language models

Vision-Language Models (VLMs) have demonstrated impressive capabilities across a broad range of perception tasks, yet systematic weaknesses remain concerning fine-grained spatial reasoning, precise visual localisation, or grounded action in interactive environments. This thesis investigates the architectural and traini...