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Sina Ghorbani on Muck Rack

Sina Ghorbani

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Articles

Computer Science > Computer Vision and Pattern Recognition

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By Sina Ghorbani
| arXiv
[Submitted on 18 Aug 2026] Title:MaLViL: Multi-axis Low-rank Vision-LSTM for Medical Image Segmentation View a PDF of the paper titled MaLViL: Multi-axis Low-rank Vision-LSTM for Medical Image Segmentation, by Afshin Bozorgpour and 4 other authors View PDF HTML (experimental) Abstract:Vision-LSTM (ViL) enables efficient global modeling, but its cost still scales with the number of spatial tokens, so existing segmenters confine ViL to a coarse bottleneck and lose fine anatomical detail.
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MSA2Net: Multi-scale Adaptive Attention-guided Network for Medical Image Segmentation

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By Sina Ghorbani, Seyed Kamal
| arXiv
[Submitted on 31 Jul 2024] Title:MSA2Net: Multi-scale Adaptive Attention-guided Network for Medical Image Segmentation View a PDF of the paper titled MSA2Net: Multi-scale Adaptive Attention-guided Network for Medical Image Segmentation, by Sina Ghorbani Kolahi and 7 other authors View PDF HTML (experimental) Abstract:Medical image segmentation involves identifying and separating object instances in a medical image to delineate various tissues and structures, a task complicated by the...
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Enhancing Efficiency in Vision Transformer Networks: Design Techniques and Insights

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By Ehsan Khodapanah, Sina Ghorbani
| arXiv
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