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EchoVim: Making Vision Mamba Docile for Echocardiography Video Segmentation via Dynamic Interaction and Semantic Token-attentive Refinement

Jingxing Guo, Guilian Chen, Yimu Sun, Huisi Wu, Jing Qin. EchoVim: Making Vision Mamba Docile for Echocardiography Video Segmentation via Dynamic Interaction and Semantic Token-attentive Refinement. In Cathal Gurrin, Klaus Schoeffmann, Min Zhang, Luca Rossetto, Stevan Rudinac, Duc-Tien Dang-Nguyen, Wen-Huang Cheng, Phoebe Chen, Jenny Benois-Pineau, editors, Proceedings of the 33rd ACM International Conference on Multimedia, MM 2025, Dublin, Ireland, October 27-31, 2025. pages 3261-3269, ACM, 2025. [doi]

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