Abstract: Semi-supervised learning has proven highly effective in tackling the challenge of limited labeled training data in medical image segmentation. In general, current approaches, which rely on ...

A research team presents XFruitSeg, a deep learning model designed to accurately segment three-dimensional computed tomography (CT) images of plant fruits.

Abstract: In this paper, we present UISE, a unified image segmentation framework that achieves efficient performance across various segmentation tasks, eliminating the need for multiple specialized ...

My machine is equipped with an A40 GPU, and I intended to use GPU 2 for prefill and GPU 7 for decode to test a single-machine PD deployment. The setup operates normally, and the services run without ...

Google updates a support page to list exact Gemini usage limits for free, AI Pro, and AI Ultra plans. Don't miss out on our latest stories. Add PCMag as a preferred source on Google. Google has ...

We propose SegDINO, an efficient image segmentation framework that couples a frozen DINOv3 backbone with a lightweight MLP decoder, achieving state-of-the-art performance on both medical and natural ...

A research team led by Prof. Wang Huanqin at the Institute of Intelligent Machines, the Hefei Institutes of Physical Science of the Chinese Academy of Sciences, recently proposed a semi-supervised ...

Eagle-eyed Shein shoppers spotted an unlikely face appearing to model a product for the discount retailer: accused killer Luigi Mangione. A product listing for a men's collared shirt on Shein's ...