2 papers
cs.CV2026
DeAR: Fine-Grained VLM Adaptation by Decomposing Attention Head Roles
Yiming Ma, Hongkun Yang, Lionel Z. Wang +3
Prompt learning is a dominant paradigm for adapting pre-trained Vision-Language Models (VLMs) to downstream tasks. However, existing methods often rely on a simplistic, layer-centr…
cs.LG2024
Modeling Inverse Ellipsometry Problem via Flow Matching with a Large-Scale Dataset
Yiming Ma, Jianzhi Teng, Xinjie Li +5
Inverse ellipsometry, i.e., reconstructing optical constants and film thickness from the measured phase difference and amplitude ratio , is a fundamentally ill-posed problem…