IEEE

Rethinking Feature Interactions for Medical Image Segmentation: A Unified Hierarchical Aggregation Framework with Boundary Guidance

Abstract: Medical image segmentation is a crucial task of medical image analysis and computer vision. Medical images, compared to natural ones, contain more complex semantic information, making ...
IEEE

EW2A: Evolutionary Window Attention Adaptation for Medical Image Segmentation

Abstract: Medical image segmentation is a critical yet challenging task due to the intricate anatomical structures, low contrast, and high noise levels inherent in medical images. Leveraging the ...
GitHub

[ICLR 2026] VeloxSeg: Johnson-Lindenstrauss Lemma Guided Network for Efficient 3D Medical Segmentation

Overview of VeloxSeg. VeloxSeg employs an encoder-decoder architecture with Paired Window Attention (PWA) and Johnson-Lindenstrauss lemma-guided convolution (JLC) on the left, using 1x1 convolution as ...
TechCrunch

Snap gets closer to releasing new AI glasses after years-long hiatus

Snap has announced a new partnership between its AR-glasses-focused subsidiary, Specs, and chipmaker Qualcomm, as the company revs up for the release of its wearable later this year. The Snapchat ...