2 citations · 6 across the 4 of their papers we have counts for
4 papers
Multimodal Transformer for Parallel Concatenated Variational Autoencoders
Stephen D. Liang, Jerry M. Mendel
In this paper, we propose a multimodal transformer using parallel concatenated architecture. Instead of using patches, we use column stripes for images in R, G, B channels as the t…
Recommendations on Designing Practical Interval Type-2 Fuzzy Systems
Dongrui Wu, Jerry Mendel
Interval type-2 (IT2) fuzzy systems have become increasingly popular in the last 20 years. They have demonstrated superior performance in many applications. However, the operation…
Patch Learning
Dongrui Wu, Jerry M. Mendel
There have been different strategies to improve the performance of a machine learning model, e.g., increasing the depth, width, and/or nonlinearity of the model, and using ensemble…
Fuzzy Opinion Networks: A Mathematical Framework for the Evolution of Opinions and Their Uncertainties Across Social Networks
Li-Xin Wang, Jerry M. Mendel
We propose a new mathematical framework for the evolution and propagation of opinions, called Fuzzy Opinion Network, which is the connection of a number of Gaussian Nodes, possibly…