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cs.LG2022★ 2 cited
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…
cs.LG2019
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…