2 papers
cs.CL2026
A11y-Compressor: A Framework for Enhancing the Efficiency of GUI Agent Observations through Visual Context Reconstruction and Redundancy Reduction
Michito Takeshita, Takuro Kawada, Takumi Ohashi +2
AI agents that interact with graphical user interfaces (GUIs) require effective observation representations for reliable grounding. The accessibility tree is a commonly used text-b…
stat.ME2025
Normalizing Flow to Augmented Posterior: Conditional Density Estimation with Interpretable Dimension Reduction for High Dimensional Data
Cheng Zeng, George Michailidis, Hitoshi Iyatomi +1
The conditional density characterizes the distribution of a response variable given other predictor , and plays a key role in many statistical tasks, including classificatio…