Ministry of Education
Soumya Ashwath
VIDWAN ID: 614598

Ms Soumya Ashwath

Female Master of Technology
Assistant Professor | Department of Computer Science and Engineering
N M A M Institute of Technology, NITTE
Karnataka
Expertise: Computer Science Software Engineering
ORCID 0009-0009-3411-4157 Scopus 57214720011 ResearcherID JYO-4238-2024 Google Scholar Eves7vIAAAAJ
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11 Publications
0 Projects
84 Scopus Citations
78 CrossRef
4 Years 2 Months Total Experience
Publications
11 Total
Articles
1
Proceedings
10
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Scopus Scopus
84 Citations
5 h-index
CrossRef CrossRef
78 Citations
5 h-index
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Personal Details

Master of Technology
2019
N/A
Assistant Professor
Jul 2022 – Present
N M A M Institute of Technology, NITTE | Department of Computer Science and Engineering
Engineering and Technology
Computer Science Software Engineering

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Scholarly Work

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Scholarly Publications

Deep Hybrid CNN-LSTM Framework for Accurate Tool Wear Prediction in Machining Inconel 718

Conference Paper
Year: 2025.
Authors: Soumya Ashwath; Reshma P; Dilli Ganesh V; N Vinoth; Niranjanamurthy M; Deependra Rastogi
DOI 10.1109/ICICAT68430.2025.11414734

Selective Area Encryption using Machine Learning Technique

Conference Paper
Year: 2019. Pages: 1-7 .
Authors: Kelur, S.; Ranjan Kumar, H.S.; Raju, K.
DOI 10.1109/i-PACT44901.2019.8959954 Crossref Crossref: 3 Scopus Scopus: 5

Intelligent Waste Sorting System Using Deep Learning

Conference Paper
Year: 2024.
Authors: Ashwin Shenoy M; Soumya Ashwath; Akhilraj V. Gadagkar; Santhosh S
DOI 10.1109/ICBDS61829.2024.10837353 Crossref Crossref: 7 Scopus Scopus: 7

CLIP-AL: an adaptive CLIP-based active learning framework for offline signature forgery verification

Open Access
Journal Article
Neural Computing & Applications. Year: 2026. Volume: 38 , Issue: 12 , Pages: 474 .
Authors: Aravinda C., V.; Shaffi, N.; Ashwath, S.; Sannidhan, M.S.
DOI 10.1007/s00521-026-12117-9 Scopus Scopus: 1

Text-to-Image Generation using Generative Adversarial Networks: Bridging Language and Vision

Conference Paper
Year: 2025. Pages: 1928-1933 .
Authors: Ashwath, S.; Shetty, A.D.
DOI 10.1109/ICECA66444.2025.11383115

Advancements in Text-To-Image Synthesis: A Comprehensive Review of Techniques, Challenges, and Future Directions

Conference Paper
Year: 2024. Pages: 625-629 .
Authors: Ashwath, S.; Shetty, J.
DOI 10.1109/ICISC62624.2024.00109 Crossref Crossref: 1 Scopus Scopus: 1

Enhancing Automotive Safety through Advanced Human Action Recognition Techniques

Conference Paper
Year: 2024.
Authors: Aravinda, C.V.; Sannidhan, M.S.; Aswath, S.; Shetty, J.; Arjun, B.C.

Enhancing Road Safety through Innovative Traffic Sign Detection and Recognition with YOLOv5

Conference Paper
Year: 2024. Pages: 1-4 .
Authors: Ashwath, S.; Chidananda, T.; Ashwin Shenoy, M.; Santhosh, S.; Supreetha, D.R.
DOI 10.1109/IITCEE59897.2024.10467719 Crossref Crossref: 15 Scopus Scopus: 14
Showing 1 to 8 of 11 publications