3 papers
cs.CV2025
YOLO-FireAD: Efficient Fire Detection via Attention-Guided Inverted Residual Learning and Dual-Pooling Feature Preservation
Weichao Pan, Bohan Xu, Xu Wang +4
Fire detection in dynamic environments faces continuous challenges, including the interference of illumination changes, many false detections or missed detections, and it is diffic…
cs.CV2025
YOLO-ROC: A High-Precision and Ultra-Lightweight Model for Real-Time Road Damage Detection
Zicheng Lin, Weichao Pan
Road damage detection is a critical task for ensuring traffic safety and maintaining infrastructure integrity. While deep learning-based detection methods are now widely adopted, t…
cs.LG2025
RIE-SenseNet: Riemannian Manifold Embedding of Multi-Source Industrial Sensor Signals for Robust Pattern Recognition
Xu Wang, Puyu Han, Jiaju Kang +2
Industrial sensor networks produce complex signals with nonlinear structure and shifting distributions. We propose RIE-SenseNet, a novel geometry-aware Transformer model that embed…