Abstract: We propose reparameterized refocusing convolution (RefConv) as a replacement for regular convolutional layers, which is a plug-and-play module to improve the performance without any ...

There is no denying that deep learning, especially with generative models AI, has deeply transformed how we use computers. It has also quickly become where a very large fraction of the world’s ...

We report a fast and easy method (PACMAN) to assign partial atomic charges on metal–organic framework (MOF) and covalent–organic framework (COF) crystal structures based on graph convolution networks ...

This project involves implementing the forward pass of an 18-layer Convolutional Neural Network (CNN) in MATLAB for object detection. The goal is to classify 32x32x3 images into one of ten categories, ...

Many parents see the task of parenting as transforming a crying, hungry, wild little child into a civilized being—like them, of course. Actually, the exact opposite is true. Much recent research is ...

This is an example of using the Q-Agent from the MATLAB Reinforcement Learning Toolbox with a discrete-event-based SimEvents model. It shows a procedure that makes it possible to use the agent in an ...

Department of Ultrasound, Beijing Tiantan Hospital, Capital Medical University, Beijing 100050, China CAS Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety, CAS Center for ...