3 papers
cs.CV2026
LightFormer: A lightweight and efficient decoder for remote sensing image segmentation
Sihang Chen, Lijun Yun, Ze Liu +4
Deep learning techniques have achieved remarkable success in the semantic segmentation of remote sensing images and in land-use change detection. Nevertheless, their real-time depl…
cs.CV2025
LGE-Guided Cross-Modality Contrastive Learning for Gadolinium-Free Cardiomyopathy Screening in Cine CMR
Siqing Yuan, Yulin Wang, Zirui Cao +8
Cardiomyopathy, a principal contributor to heart failure and sudden cardiac mortality, demands precise early screening. Cardiac Magnetic Resonance (CMR), recognized as the diagnost…
cs.NE2025
Planarian Neural Networks: Evolutionary Patterns from Basic Bilateria Shaping Modern Artificial Neural Network Architectures
Ziyuan Huang, Mark Newman, Maria Vaida +5
This study examined the viability of enhancing the prediction accuracy of artificial neural networks (ANNs) in image classification tasks by developing ANNs with evolution patterns…