GitHub

REGLA: Refining Gated Linear Attention

Previous feature maps (ReLU, ELU+1, etc.) suffer from unboundedness or non-positivity issues. REGLA uses normalized exponential feature maps: $$\phi_q(x)_{i,l} = \exp ...
IEEE

Teacher-Student Instance-level Adversarial Augmentation for Single Domain Generalized Medical Image Segmentation

Abstract: Recently, single-source domain generalization (SDG) has gained popularity in medical image segmentation. As a prominent technique, adversarial image augmentation technique can generate ...
IEEE

Distillation-SAM: Knowledge Distillation Based Auto-prompt Embedding Learning for Surgical Image Segmentation

Abstract: Surgical image segmentation is vital for various stages of surgical procedures, from preoperative planning to real-time navigation and postoperative assessment. Despite advances in deep ...
GitHub

Multi-platform point cloud analysis — registration, segmentation, surface reconstruction, and feature extraction for aerial, terrestrial, and UAV LiDAR.

Point cloud tooling in Python is fragmented. laspy reads files. Open3D visualizes them. PDAL pipelines transform them. But nothing treats acquisition platform as a first-class concept — and platform ...
Pitchfork

Public Image Ltd. Announce Sprawling North American Tour

Public Image Ltd. are going to be booked and busy until 2027. The band is prepping the 2026 spring release of Alive, a new live album recorded during their 2025 tour, and will later embark on a ...