2 papers
cs.CL2024
CAMPHOR: Collaborative Agents for Multi-input Planning and High-Order Reasoning On Device
Yicheng Fu, Raviteja Anantha, Jianpeng Cheng
While server-side Large Language Models (LLMs) demonstrate proficiency in function calling and complex reasoning, deploying Small Language Models (SLMs) directly on devices brings…
cs.CL2024
UI-JEPA: Towards Active Perception of User Intent through Onscreen User Activity
Yicheng Fu, Raviteja Anantha, Prabal Vashisht +2
Generating user intent from a sequence of user interface (UI) actions is a core challenge in comprehensive UI understanding. Recent advancements in multimodal large language models…