Nature

Hybrid transformer and convolution iteratively optimized pyramid network for brain large deformation image registration

In recent years, the pyramid-based encoder-decoder network architecture has become a popular solution to the problem of large deformation image registration due to its excellent multi-scale ...
Nature

Heterogeneous graph convolutional network for rumor detection with multi-level interactive fusion and graph reconstruction

With the rapid development of mobile Internet technology, online social networks are gradually integrated in people’s lives, entertainment and work. Rumor information appears accompanied by the ...
EurekAlert!

Direct field-to-pattern monolithic design of holographic metasurface via residual encoder-decoder convolutional neural network

A new publication from Opto-Electronic Advances, 10.29026/oea.2023.220148 discusses the direct field-to-pattern monolithic design of holographic metasurface via residual encoder-decoder convolutional ...
Visual Studio Magazine

Convolutional Neural Networks for MNIST Data Using PyTorch

Dr. James McCaffrey of Microsoft Research details the "Hello World" of image classification: a convolutional neural network (CNN) applied to the MNIST digits dataset. The "Hello World" of image ...