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cs.CV2026
XSeg: A Large-scale X-ray Contraband Segmentation Benchmark For Real-World Security Screening
Hongxia Gao, Litao Li, Yixin Chen +3
X-ray contraband detection is critical for public safety. However, current methods primarily rely on bounding box annotations, which limit model generalization and performance due…
cs.CV2026
RANGER: Sparsely-Gated Mixture-of-Experts with Adaptive Retrieval Re-ranking for Pathology Report Generation
Yixin Chen, Ziyu Su, Hikmat Khan +1
Pathology report generation remains a relatively under-explored downstream task, primarily due to the gigapixel scale and complex morphological heterogeneity of Whole Slide Images…
cs.CV2023
SL: Stable Learning in Source-Free Domain Adaption for Medical Image Segmentation
Yixin Chen, Yan Wang
Deep learning techniques for medical image analysis usually suffer from the domain shift between source and target data. Most existing works focus on unsupervised domain adaptation…