FIELD NOTES TOPIC

machine learning framework

2 notes, newest first.

  1. Hallucination-Free GUI Grounding via Regression-Free Layout-Aware Matching

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    Researchers propose a new framework for grounding user instructions in graphical user interfaces (GUI). The framework uses a frozen multimodal large language model (MLLM) to parse instructions and a dedicated grounding…

  2. Agentic Skill Optimization over Lie Algebroids

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    The text introduces LASKO, a new framework for optimizing skills in agentic systems. LASKO models skills as structured artifacts and edit policies as sections of a Lie algebroid. The framework achieves significant…