GitHub

DiffMOT: A Real-time Diffusion-based Multiple Object Tracker with Non-linear Prediction

The tracking speed (including detection and tracking speed) is test on an RTX 3090 GPU. Smaller detectors can achieve higher FPS, which indicates that DiffMOT can flexibly choose different detectors ...
IEEE

A Multiple Linear Regression Approach to Optimize the Worst User Capacity and Power Allocation in a Wireless Network

Abstract: In this paper, we tackle the challenge of improving both user capacity and power allocation in wireless networks with sub-channel assignment constraints. We start by generating channel data ...
Open Heart

Machine learning-based cardiovascular risk calculator for non-cardiac surgery

Background Annually, 4% of the global population undergoes non-cardiac surgery, with 30% of those patients having at least ...
GitHub

Biconjugate Gradient Stabilized Algorithm

The goal of this assignment was to develop a program in C that is capable of solving first-order linear systems of equations. These systems are of the form Ax=b, where A is a known matrix, b is a ...
IEEE

Deterministic Gradient-Descent Learning of Linear Regressions: Adaptive Algorithms, Convergence Analysis and Noise Compensation

Abstract: Weight learning forms a basis for the machine learning and numerous algorithms have been adopted up to date. Most of the algorithms were either developed in the stochastic framework or aimed ...