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Hadamard Product for Low-rank Bilinear Pooling
[article]
2017
arXiv
pre-print
Bilinear models provide rich representations compared with linear models. They have been applied in various visual tasks, such as object recognition, segmentation, and visual question-answering, to get state-of-the-art performances taking advantage of the expanded representations. However, bilinear representations tend to be high-dimensional, limiting the applicability to computationally complex tasks. We propose low-rank bilinear pooling using Hadamard product for an efficient attention
arXiv:1610.04325v4
fatcat:xljlamvppvabnk4cwnbjno5gke