Improving Layout Representation Learning Across Inconsistently Annotated Datasets via Agentic Harmonization

Renyu Li, Vladimir Kirilenko, Yao You +1

Fine-tuning object detection (OD) models on combined datasets assumes annotation compatibility, yet datasets often encode conflicting spatial definitions for semantically equivalen…