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Yanxi Chen

2 papers indexed

arxivcs.CV2026-06-30

Does Your ViT Still Need U-Net for Segmentation?

Xin Li, Wenhui Zhu, Xuanzhao Dong, Xiwen Chen, Yanxi Chen, Yujian Xiong, et al.

Medical image segmentation is dominated by U-Net-style encoder-decoder architectures. Vision Transformers (ViTs) overcome the limited receptive field of convolutional networks through self-attention, enabling modeling of long-range dependencies. Early ViT-based segmentation metho…

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arxivcs.RO2026-06-30

Learning Expert Strategy for Autonomous Robotic Endovascular Intervention via Decoupled Procedural Execution

Yanxi Chen, Tianliang Yao, Shaolong Tang, Jiyuan Zhao, Hengyu Hu, Zhaoxing Li, et al.

Endovascular interventions are high-stakes procedures requiring precise device operation within complex and tortuous vascular anatomies. Autonomous endovascular navigation has the potential to standardize procedural quality and reduce the performance variability inherent in manua…

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