Lamberto Ballan

Enriching text queries with images can drastically enhance navigation performance in long-tail object categories, revealing a critical dependency on detection quality.

Current layout-guided text-to-image models struggle to maintain both semantic accuracy and spatial fidelity when generating images from real-world prompts and layouts, as revealed by a new open-set benchmark.