Q&A: How mathematics can reveal the depth of deep learning AI

Artificial intelligence (AI) is increasingly prevalent, integrated into phone apps, search engines and social media platforms ...
IEEE

Enabling Memory-Efficient On-Device Learning via Dataset Condensation

Abstract: Upon deployment to edge devices, it is often desirable for a model to further learn from streaming data to improve accuracy. However, learning from such data is challenging because it is ...
IEEE

Autonomous Road Defects Segmentation Using Transformer-Based Deep Learning Models With Custom Dataset

Abstract: Potholes and cracks on road surfaces pose significant safety hazards and lead to increased vehicle maintenance costs and reduced roadway lifespans if not promptly addressed. Automated ...
C&EN

Machine Learning-Enhanced Analysis of miRNA Biomarkers for Accurate Breast Cancer Diagnosis Using DNA Seagrass

Department of Laboratory Medicine, the First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Core Unit of National Clinical Research ...