Other Event recognition method based on dual-augmentation for a Φ-OTDR system with a few training samples. October 15, 2022
Artificial Intelligence | Computer Science Label smoothing and task-adaptive loss function based on prototype network for few-shot learning. October 13, 2022
Plant Pathology Few-shot learning approach with multi-scale feature fusion and attention for plant disease recognition. October 4, 2022
Handwritten Character Recognition (HCR) A conditional GAN-based approach for enhancing transfer learning performance in few-shot HCR tasks. September 29, 2022
Artificial Intelligence | Medical Diagnosis | Radiology Semantic-Powered Explainable Model-Free Few-Shot Learning Scheme of Diagnosing COVID-19 on Chest X-ray. September 8, 2022
Computer Science | Electrical Engineering Few-Shot Learning for Image-Based Nonintrusive Appliance Signal Recognition. September 2, 2022
Computer Vision | Imaging Science Deblurring Ghost Imaging Reconstruction Based on Underwater Dataset Generated by Few-Shot Learning. August 26, 2022
Biomedical imaging | Dermatology | Mobile Healthcare Multi-Task and Few-Shot Learning-Based Fully Automatic Deep Learning Platform for Mobile Diagnosis of Skin Diseases. July 25, 2022
Cardiology | Radiology Cardiac Disease Classification Using Two-Dimensional Thickness and Few-Shot Learning Based on Magnetic Resonance Imaging Image Segmentation. July 25, 2022
Bioinformatics | Structural Biology FSCC: Few-Shot Learning for Macromolecule Classification Based on Contrastive Learning and Distribution Calibration in Cryo-Electron Tomography. July 22, 2022
Artificial Intelligence | Machine Learning | Neuroscience Heterogeneous Ensemble-Based Spike-Driven Few-Shot Online Learning. July 16, 2022