Target tracking using deep neural network (DNN)

by Hu, Minghui
Published 2019

From noise to information: discriminative tasks based on randomized neural networks and generative tasks based on diffusion models

by Hu, Minghui
Published 2024

Representation learning using deep random vector functional link networks for clustering

by Hu, Minghui, Suganthan, Ponnuthurai Nagaratnam
Published 2022

Experimental evaluation of stochastic configuration networks: is SC algorithm inferior to hyper-parameter optimization method?

by Hu, Minghui, Suganthan, Ponnuthurai Nagaratnam
Published 2022

Online learning using deep random vector functional link network

by Shiva, Sreenivasan, Hu, Minghui, Suganthan, Ponnuthurai Nagaratnam
Published 2024

Self-distillation for randomized neural networks

by Hu, Minghui, Gao, Ruobin, Suganthan, Ponnuthurai Nagaratnam
Published 2024

Weighting and pruning based ensemble deep random vector functional link network for tabular data classification

by Shi, Qiushi, Hu, Minghui, Suganthan, Ponnuthurai Nagaratnam, Katuwal, Rakesh
Published 2023

Ensemble deep random vector functional link neural network for regression

by Hu, Minghui, Chion, Jet Herng, Suganthan, Ponnuthurai Nagaratnam, Katuwal, Rakesh Kumar
Published 2023

Class-incremental learning on multivariate time series via shape-aligned temporal distillation

by Qiao, Zhongzheng, Hu, Minghui, Jiang, Xudong, Suganthan, Ponnuthurai Nagaratnam, Savitha, Ramasamy
Published 2023

Significant wave height forecasting using hybrid ensemble deep randomized networks with neurons pruning

by Gao, Ruobin, Li, Ruilin, Hu, Minghui, Suganthan, Ponnuthurai Nagaratnam, Yuen, Kum Fai
Published 2023

Dynamic ensemble deep echo state network for significant wave height forecasting

by Gao, Ruobin, Li, Ruilin, Hu, Minghui, Suganthan, Ponnuthurai Nagaratnam, Yuen, Kum Fai
Published 2023

Global context with discrete diffusion in vector quantised modelling for image generation

by Hu, Minghui, Wang, Yujie, Cham, Tat-Jen, Yang, Jianfei, Suganthan, Ponnuthurai Nagaratnam
Published 2023

Online dynamic ensemble deep random vector functional link neural network for forecasting

by Gao, Ruobin, Li, Ruilin, Hu, Minghui, Suganthan, P. N., Yuen, Kum Fai
Published 2024

Cocktail: mixing multi-modality controls for text-conditional image generation

by Hu, Minghui, Zheng, Jianbin, Liu, Daqing, Zheng, Chuanxia, Wang, Chaoyue, Tao, Dacheng, Cham, Tat-Jen
Published 2023

UniD3: unified discrete diffusion for simultaneous vision-language generation

by Hu, Minghui, Zheng, Chuanxia, Cham, Tat-Jen, Suganthan, Ponnuthurai Nagaratnam, Yang, Zuopeng, Zheng, Heliang, Wang, Chaoyue, Tao, Dacheng
Published 2023