Sifan Yuan

According to our database, Sifan Yuan authored at least 7 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Multi-view real-time detection of patient arrival in trauma resuscitation using computer vision.

Sifan Yuan, Mary S. Kim, Aaron H. Mun, Rebecca Cunningham, Ivan Marsic, Randall S. Burd

Comput. Vis. Image Underst., 2026

Bounding Boxes in Practice: Design and Early Evaluation of a Video-Based PPE Compliance Monitoring Application for Time-Critical Care.

Christine Dodeye Ikponmwonba, Vidhi Shah, Sifan Yuan, Ivan Marsic, Randall S. Burd, Aleksandra Sarcevic

Proceedings of the Extended Abstracts of the 2026 CHI Conference on Human Factors in Computing Systems, 2026

2025

ASELMAR: Active and semi-supervised learning-based framework to reduce multi-labeling efforts for activity recognition.

Aydin Saribudak, Sifan Yuan, Chenyang Gao, Waverly Gestrich-Thompson, Zachary P. Milestone, Randall S. Burd, Ivan Marsic

Comput. Vis. Image Underst., 2025

MAPS: A Morphology-Aware PPE Segmentation Framework for Healthcare Settings.

Wanzhao Yang, Syed Anwar, Beomseok Park, Sifan Yuan, Aleksandra Sarcevic, Marius G. Linguranr, Randall S. Burd, Ivan Marsic

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

TrafficVILA: A Multimodal Framework for Traffic Safety Description and Analysis.

Beomseok Park, Wanzhao Yang, Sifan Yuan, Syed Muhammad Anwar, Ivan Marsic

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

2024

MaskMatch: Boosting Semi-Supervised Learning Through Mask Autoencoder-Driven Feature Learning.

Wenjin Zhang, Keyi Li, Sen Yang, Chenyang Gao, Wanzhao Yang, Sifan Yuan, Ivan Marsic

CoRR, 2024

Focusing on What Matters: Fine-grained Medical Activity Recognition for Trauma Resuscitation via Actor Tracking.

Wenjin Zhang, Keyi Li, Sen Yang, Sifan Yuan, Ivan Marsic, Genevieve J. Sippel, Mary S. Kim, Randall S. Burd

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024