1 citations · 1 across the 5 of their papers we have counts for
5 papers
Failure of Optimal Design Theory? A Case Study in Toxicology Using Sequential Robust Optimal Design Framework
Elvis Han Cui, Michael Collins, Jessica Munson +1
This paper presents a quasi-sequential optimal design framework for toxicology experiments, specifically applied to sea urchin embryos. The authors propose a novel approach combini…
Trajectory-aware Principal Manifold Framework for Data Augmentation and Image Generation
Elvis Han Cui, Bingbin Li, Yanan Li +2
Data augmentation for deep learning benefits model training, image transformation, medical imaging analysis and many other fields. Many existing methods generate new samples from a…
Applications of Nature-Inspired Metaheuristic Algorithms for Tackling Optimization Problems Across Disciplines
Elvis Han Cui, Zizhao Zhang, Culsome Junwen Chen +1
Nature-inspired metaheuristic algorithms are important components of artificial intelligence, and are increasingly used across disciplines to tackle various types of challenging op…
Dual Path Structural Contrastive Embeddings for Learning Novel Objects
Bingbin Li, Elvis Han Cui, Yanan Li +2
Learning novel classes from a very few labeled samples has attracted increasing attention in machine learning areas. Recent research on either meta-learning based or transfer-learn…
Particle swarm optimization in constrained maximum likelihood estimation a case study
Elvis Cui, Dongyuan Song, Weng Kee Wong
The aim of paper is to apply two types of particle swarm optimization, global best andlocal best PSO to a constrained maximum likelihood estimation problem in pseudotime anal-ysis,…