3 papers
cs.CV2025
A Simple and Better Baseline for Visual Grounding
Jingchao Wang, Wenlong Zhang, Dingjiang Huang +2
Visual grounding aims to predict the locations of target objects specified by textual descriptions. For this task with linguistic and visual modalities, there is a latest research…
cs.CV2025
Unlocking the Potential of MLLMs in Referring Expression Segmentation via a Light-weight Mask Decoder
Jingchao Wang, Zhijian Wu, Dingjiang Huang +2
Reference Expression Segmentation (RES) aims to segment image regions specified by referring expressions and has become popular with the rise of multimodal large models (MLLMs). Wh…
cs.CV2025
Progressive Language-guided Visual Learning for Multi-Task Visual Grounding
Jingchao Wang, Hong Wang, Wenlong Zhang +3
Multi-task visual grounding (MTVG) includes two sub-tasks, i.e., Referring Expression Comprehension (REC) and Referring Expression Segmentation (RES). The existing representative a…