Tag
Autodesk Research introduces FLOORA, a family of small domain-specific language models using a custom DSL for architectural layout generation, where a 0.6B model outperforms much larger frontier models with up to 92% VLM judge win rates on out-of-distribution buildings.
This paper formalizes residual transferability in neural image watermarking, showing architectural design is crucial for reducing transferability, and proposes CoverLock as a plug-and-play defense to enhance security.