Sridhatta Jayaram Aithal

TvaraNet: A Lightweight Mamba Neural Network for Real-Time Medical Image Segmentation

Medical image segmentation models based on vision mamba architectures have recently shown strong performance with improved efficiency over convolutional and transformer-based models. However, existing lightweight and ultralight variants often suffer from boundary degradation and inconsistent shape p