129 citations · 717 across the 46 of their papers we have counts for
5 papers · 1 filter
Neural Attention for Image Captioning: Review of Outstanding Methods
Zanyar Zohourianshahzadi, Jugal K. Kalita
Image captioning is the task of automatically generating sentences that describe an input image in the best way possible. The most successful techniques for automatically generatin…
Neural Twins Talk & Alternative Calculations
Zanyar Zohourianshahzadi, Jugal K. Kalita
Inspired by how the human brain employs a higher number of neural pathways when describing a highly focused subject, we show that deep attentive models used for the main vision-lan…
Incremental Deep Neural Network Learning using Classification Confidence Thresholding
Justin Leo, Jugal Kalita
Most modern neural networks for classification fail to take into account the concept of the unknown. Trained neural networks are usually tested in an unrealistic scenario with only…
Language Model Metrics and Procrustes Analysis for Improved Vector Transformation of NLP Embeddings
Thomas Conley, Jugal Kalita
Artificial Neural networks are mathematical models at their core. This truismpresents some fundamental difficulty when networks are tasked with Natural Language Processing. A key p…
Solving Arithmetic Word Problems with Transformers and Preprocessing of Problem Text
Kaden Griffith, Jugal Kalita
This paper outlines the use of Transformer networks trained to translate math word problems to equivalent arithmetic expressions in infix, prefix, and postfix notations. We compare…