Data-Layered Multi-Channel Digital Marketing Frameworks and Lead Qualification Insights by Actual SEO Media, Inc.

Digital marketing strategies that use multiple channels and layers of data offer a structured way to find, qualify, and ...

A peek inside the clockwork that drives embryonic body patterning

The architecture of the body is not encoded as a formal blueprint; rather, it's the tightly orchestrated activation and ...
GitHub

Images as Noisy Labels: Unleashing the Potential of the Diffusion Model for Open-Vocabulary Semantic Segmentation

This repository is the official PyTorch implementation of the ICCV 2025 (Highlight) paper: Images as Noisy Labels: Unleashing the Potential of the Diffusion Model for Open-Vocabulary Semantic ...
IEEE

CrackSight: An Efficient Crack Segmentation Model in Varying Acquisition Ranges and Complex Backgrounds

Abstract: Accurate crack segmentation in concrete transportation infrastructures is critical for ensuring structural integrity and facilitating timely maintenance interventions. This paper presents ...
Frontiers

A foundation model-driven multi-view collaborative framework for semi-supervised 3D medical image segmentation

Background: 3D medical image segmentation is a cornerstone for quantitative analysis and clinical decision-making in various modalities. However, acquiring high-quality voxel-level annotations is both ...
IEEE

A Reliable Segmentation Model for Limited Medical Image Datasets With Attention Mechanism and Kolmogorov–Arnold Networks

Abstract: The effectiveness and robustness of medical image segmentation algorithms inextricably depends on the quality and quantity of training data. Insufficient data continually restricts model ...