Frontiers

3D bi-directional transformer U-Net for medical image segmentation

As one of the popular deep learning methods, deep convolutional neural networks (DCNNs) have been widely adopted in segmentation tasks and have received positive feedback. However, in segmentation ...
Frontiers

Learning Cell-Type-Specific Gene Regulation Mechanisms by Multi-Attention Based Deep Learning With Regulatory Latent Space

Epigenetic gene regulation is a major control mechanism of gene expression. Most existing methods for modeling control mechanisms of gene expression use only a single epigenetic marker and very few ...
GitHub

TensorFlow Tutorial and Examples for beginners

This tutorial was designed for easily diving into TensorFlow, through examples. For readability, it includes both notebooks and source codes with explanation, for both TF v1 & v2. Some examples ...
GitHub

Multi-Graph Transformer for Free-Hand Sketch Recognition

How to install (clone) our environment will be detailed in the following. First of all, please install Anaconda. Our hardware environment: 2 Intel(R) Xeon(R) CPUs (E5 ...