17 citations · 18 across the 5 of their papers we have counts for
4 papers · 1 filter
AutoFocus: Uncertainty-Aware Active Visual Search for GUI Grounding
Ruilin Yao, Shegnwu Xiong, Tianyu Zou +2
Vision-Language Models (VLMs) have enabled autonomous GUI agents that translate natural language instructions into executable screen coordinates. However, grounding performance deg…
ColLab: A Collaborative Spatial Progressive Data Engine for Referring Expression Comprehension and Generation
Shilan Zhang, Jirui Huang, Ruilin Yao +4
Referring Expression Comprehension (REC) and Referring Expression Generation (REG) are fundamental tasks in multimodal understanding, supporting precise object localization through…
Balancing Conservatism and Aggressiveness: Prototype-Affinity Hybrid Network for Few-Shot Segmentation
Tianyu Zou, Shengwu Xiong, Ruilin Yao +1
This paper studies the few-shot segmentation (FSS) task, which aims to segment objects belonging to unseen categories in a query image by learning a model on a small number of well…
Visual Grounding with Multi-modal Conditional Adaptation
Ruilin Yao, Shengwu Xiong, Yichen Zhao +1
Visual grounding is the task of locating objects specified by natural language expressions. Existing methods extend generic object detection frameworks to tackle this task. They ty…