Recent Publications
Evolution of Neural Text Generation: Comparative Analysis
• Authored a research paper, ‘Evolution of Neural Text
Generation: Comparative Analysis’ which has been presented
in The 4th International Conference on Computer,
Communication and Computational Sciences (IC4S2019).
•
This paper attempts to implement the various
state-of-the-art NLP models for Text Generation such as
word2vec, GloVe, ELMo and BERT, GPT-2 and also fine-tune
them to generate context independent and dependent text.
•
Published in the 2019 Springer Book Series on ‘Advances in
Intelligent Systems and Computing’ (indexed by SCOPUS,
Google Scholar, ISI Proceedings, El-Compendex, DBLP &
SpringerLink).
Medical Image Synthesis using Computer Vision Techniques
• This paper has been accepted by the Board of Referees
(BoR) of ‘Blue Eyes Intelligence Engineering and Sciences
Publication (BEIESP)’ for publication in the 'International
Journal of Innovative Technology and Exploring Engineering
(IJITEE)' published at Volume-9 Issue-3, January 2020 in
Regular Issue on 10 January 2020.
• Accepted for
publication in the International Journal of Innovative
Technology and Exploring Engineering (IJITEE) which is
indexed by SCOPUS.
• In this paper, we describe
three state-of-the-art methodologies for MRI to CT image
conversion such as using Fully Convolutional Networks,
Segmentation based methods, and Atlas based methods and also
show how Generative Adversarial Networks can be used to
produce more realistic images.