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cs.CV2024
Enhancing Small Object Encoding in Deep Neural Networks: Introducing Fast&Focused-Net with Volume-wise Dot Product Layer
Ali Tofik, Roy Partha Pratim
In this paper, we introduce Fast&Focused-Net, a novel deep neural network architecture tailored for efficiently encoding small objects into fixed-length feature vectors. Contrary t…
cs.CV2023
Enhancing Document Information Analysis with Multi-Task Pre-training: A Robust Approach for Information Extraction in Visually-Rich Documents
Tofik Ali, Partha Pratim Roy
This paper introduces a deep learning model tailored for document information analysis, emphasizing document classification, entity relation extraction, and document visual questio…