3 papers
cs.CV2025
Prohibited Items Segmentation via Occlusion-aware Bilayer Modeling
Yunhan Ren, Ruihuang Li, Lingbo Liu +1
Instance segmentation of prohibited items in security X-ray images is a critical yet challenging task. This is mainly caused by the significant appearance gap between prohibited it…
cs.LG2024
MoPE: Mixture of Prompt Experts for Parameter-Efficient and Scalable Multimodal Fusion
Ruixiang Jiang, Lingbo Liu, Changwen Chen
Despite the demonstrated parameter efficiency of prompt-based fusion, its limited adaptivity and expressiveness hinder its effectiveness for multimodal applications at scale. In th…
cs.CL2023
Conditional Prompt Tuning for Multimodal Fusion
Ruixiang Jiang, Lingbo Liu, Changwen Chen
We show that the representation of one modality can effectively guide the prompting of another modality for parameter-efficient multimodal fusion. Specifically, we first encode one…