FIELD NOTES TOPIC
knowledge boundary
2 notes, newest first.
Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation
The paper discusses a research project aimed at improving the capabilities of visual generators by addressing their limitation in fabricating what they don't know about the ever-evolving and vast visual world. The…
Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation
Researchers have created two datasets called SearchGen-20K and SearchGen-Bench, containing 20,839 prompts across twelve failure categories and twenty-two domains to evaluate the performance of visual generators. They…
