Xianmin Wang

RASM-Net: A Reliability-Aware Structural and Multiscale Modeling Network for RGB-T Object Detection in Complex Environments

Visible–thermal (RGB-T) object detection improves robustness in complex environments, such as low-light and densely occluded forest scenes, by integrating complementary information from the two modalities. It has therefore become a key technology for all-weather perception. Howev...

APIMatch: A Semi-Supervised Learning Framework with Average Pseudo Integrated Margin

Semi-supervised learning (SSL) is an effective approach to leverage limited labeled data alongside abundant unlabeled data. While methods like MarginMatch have shown promise by using the average pseudo margin (APM) to evaluate pseudo-label reliability, they face two limitations:...