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Jayanta Paul

About


Designation: Research Scholar
Degree: Ph. D.
Enrollment No.: 2020CSP003, Date: 21 Oct 2020
Registration No.: 2021CSPR002, Date: 18 Aug 2021Supervisor: Jaya Sil

Research Area


Topic: Machine Learning, Deep Learning, Natural Language Processing, Computer Vision

Publications


Conferences:

1. R. S. Bhowmick, I. Ganguli, J. Paul and J. Sil, "Effectiveness of Decoder Transformer Network in breaking Low-resource Real-time text Captcha System," 2021 International Conference on Cyberworlds (CW), Caen, France, 2021, pp. 287-290, doi:https://doi.org/10.1109/CW52790.2021.00054

2. Paul, J., Bhowmick, R.S., Sil, J. (2022). Low-Computation IoT System Framework for Face Recognition Using Deep Learning Algorithm. In: Das, A.K., Nayak, J., Naik, B., Vimal, S., Pelusi, D. (eds) Computational Intelligence in Pattern Recognition. CIPR 2022. Lecture Notes in Networks and Systems, vol 480. Springer, Singapore. https://doi.org/10.1007/978-981-19-3089- 8_3

3. Paul, J., Roy, A., Mallick, S., Sil, J. (2023). A Comparative Study of Deep Learning-Based Face Recognition and Emotion Detection Techniques Using Social Media Customized Cartoon Post. In: Das, A.K., Nayak, J., Naik, B., Vimal, S., Pelusi, D. (eds) Computational Intelligence in Pattern Recognition. CIPR 2022. Lecture Notes in Networks and Systems, vol 725. Springer, Singapore. https://doi.org/10.1007/978-981-99-3734-9_33

4. S. Mallick, J. Paul, N. Sengupta and J. Sil, "Study of Different Transformer based Networks For Glaucoma Detection," TENCON 2022 - 2022 IEEE Region 10 Conference (TENCON), Hong Kong, Hong Kong, 2022, pp. 1-6, doi: https://doi.org/10.1109/TENCON55691.2022.9977730

5. S. Mallick, N. Saha, J. Paul, I. Ganguli, S. Debnath and J. Sil, "An Efficient Deep Learning Framework for Glaucoma Diagnosis Using Convolution Mixed Transformer Network," TENCON 2023 - 2023 IEEE Region 10 Conference (TENCON), Chiang Mai, Thailand, 2023, pp. 1111- 1116, doi: https://doi.org/10.1109/TENCON58879.2023.10322467

Journals:

1. Rajat Subhra Bhowmick, Isha Ganguli, Jayanta Paul, and Jaya Sil. 2021. A Multimodal Deep Framework for Derogatory Social Media Post Identification of a Recognized Person. ACM Trans. Asian Low-Resour. Lang. Inf. Process. 21, 1, Article 2 (January 2022), 19 pages. https://doi.org/10.1145/3447651

2. Rajat Subhra Bhowmick, Rahul Indra, Isha Ganguli, Jayanta Paul, and Jaya Sil. 2023. Breaking Captcha System with Minimal Exertion through Deep Learning: Real-time Risk Assessment on Indian Government Websites. Digital Threats 4, 2, Article 28 (June 2023), 24 pages. https://doi.org/10.1145/3584974

3. Rajat Subhra Bhowmick, Isha Ganguli, Ananya Paul, Jayanta Paul, and Jaya Sil. 2023. Improving Indic code-mixed to monolingual translation using Mixed Script Augmentation, Generation & Transfer Learning. ACM Trans. Asian Low-Resour. Lang. Inf. Process. Just Accepted (July 2023). https://doi.org/10.1145/3606695

4. Siddhartha Mallick, Jayanta Paul, Jaya Sil, Response Fusion Attention U-ConvNext for accurate segmentation of optic disc and optic cup, Neurocomputing, Volume 559, 2023, 126798, ISSN 0925-2312, https://doi.org/10.1016/j.neucom.2023.126798

5. Paul, J., Das Chatterjee, A., Misra, D., Majumder, S., Rana, S., Gain, M., ... & Sil, J. (2024). A survey and comparative study on negative sentiment analysis in social media data. Multimedia Tools and Applications, 1-50.  https://doi.org/10.1007/s11042-024-18452-0