IEEE

Visual-Semantic Cooperative Learning for Few-Shot SAR Target Classification

Abstract: Nowadays, meta-learning is the mainstream method for solving few-shot synthetic aperture radar (SAR) target classification, devoted to learning a lot of empirical knowledge from the source ...
EdTech

Combine Collaborative and Cooperative Learning To Improve Student Outcomes

K-12 educators sometimes use the terms “collaborative learning” and “cooperative learning” interchangeably when discussing students working together in the classroom. But the two terms carry distinct ...
IEEE

CNN-Transformer Rectified Collaborative Learning for Medical Image Segmentation

Abstract: Automatic and precise medical image segmentation (MIS) is of vital importance for clinical diagnosis and analysis. Current MIS methods mainly rely on the convolutional neural network (CNN) ...
labs.sogeti

FEDERATED LEARNING: THE FUTURE OF COLLABORATIVE AND CONFIDENTIAL AI IN MEDICAL IMAGING

The field of medicine and medical imaging (X-rays, MRIs, CT scans, etc.) is rich in data, creating fertile ground for Artificial Intelligence (AI). Machine learning models, particularly deep neural ...