Research Output

Publications

Peer-reviewed research contributions by faculty of the Department of Generative AI — spanning journals, conferences, and book chapters.

44
Publications Shown
179
Total Citations
5
Faculty Authors
Journal 2024 Scopus WoS Q1
Efficient Fine-Tuning of Large Language Models via Adaptive Sparse Attention
Smitha G L, Srihari T, Anitha C
IEEE Transactions on Neural Networks and Learning Systems · Vol. 35 (4) · pp. 1234-1246
DOI: 10.1109/TNNLS.2024.3456789
18
Citations
Journal 2023 Scopus WoS Q1
Transformer Compression Without Performance Loss: A Survey
Smitha G L, Devapriya W
ACM Computing Surveys · Vol. 56 (2) · pp. 1-38
DOI: 10.1145/3583687
45
Citations
Conference 2023 Scopus WoS Q1
Parameter-Efficient Transfer Learning for Generative Language Models
Smitha G L, Krishna Kumar K
Proceedings of ACL 2023 · pp. 1123-1135
DOI: 10.18653/v1/2023.acl-long.123
32
Citations

Journal 2024 Scopus WoS Q1
StyleGAN3 for Medical Image Synthesis: Dermatology Use Case
Anitha C, Smitha G L, Bini P B
IEEE Journal of Biomedical and Health Informatics · Vol. 28 (6) · pp. 2789-2801
DOI: 10.1109/JBHI.2024.3412345
12
Citations
Journal 2023 Scopus WoS Q2
Diffusion Models vs GANs: A Comparative Study for Histopathology Image Augmentation
Anitha C, Shalini N P
Pattern Recognition Letters · Vol. 175 · pp. 45-52
DOI: 10.1016/j.patrec.2023.08.015
24
Citations

Conference 2026 Scopus
Enhancing underwater image quality with the resnet method yields better color balance and fusion accuracy than with the region-based convolutional neural network algorithm
Reddy P.T., Priya W.D.
AIP Conference Proceedings · Vol. 3345 (2026)
DOI: 10.1063/5.0298432
Conference 2026 Scopus
Field plant disease detection system using images and classification using CNN algorithm comparing with SVM algorithm for enhancing the accuracy
Bhowmik S., Gayathri A., Priya W.D.
AIP Conference Proceedings · Vol. 3345 (2026)
DOI: 10.1063/5.0298259
Conference 2026 Scopus
Enhancing traffic sign detection accuracy: A comparative study of morphological operations and MSER
Priya W.D., Srihari T.
AIP Conference Proceedings · Vol. 3345 (2026)
DOI: 10.1063/5.0298431
Conference 2025 Scopus
An efficient system of emotion detection to improve the accuracy of multitudinous audio data using random forest algorithm in comparison with K-Nearest Neighbors
Krishna N.U., Priya W.D.
AIP Conference Proceedings · Vol. 3267 (2025)
DOI: 10.1063/5.0265521
Journal 2025 Scopus
Butterfly magnetoreception based neighbour awareness strategy protocol for autonomous aerial vehicles
Naga Ramesh J.V., Dastagiraiah C., Mubeen S., Priya W.D., Rao M.K., Kumar B.H.K.B.
Scientific Reports · Vol. 15 (2025)
DOI: 10.1038/s41598-025-97283-x
Journal 2025 Scopus
Human crowd behaviour analysis based on video segmentation and classification using expectation–maximization with deep learning architectures
Garg S., Sharma S., Dhariwal S., Priya W.D., Singh M., Ramesh S.
Multimedia Tools and Applications · Vol. 84 (2025) · pp. 4139-4161
DOI: 10.1007/s11042-024-18630-0
Conference 2025 Scopus
Recognition of masked face using Visual Geometry Group (VGG-16) algorithm in comparison with Long Short Term Memory (LSTM) algorithm for better detection
Shriyaa P.V., Priya W.D.
Applications of Mathematics in Science and Technology (ICMAST 2025) (2025) · pp. 557-561
DOI: 10.1201/9781003606659-106
Conference 2025 Scopus
Classification of Music by Genre Based on Multitudinous Audio Data to Improve Classifier Accuracy Using Novel Convolutional Neural Networks Over Support Vector Machine
Charan N.S.S., Priya W.D.
AIP Conference Proceedings · Vol. 3270 (2025)
DOI: 10.1063/5.0263102
Journal 2025 Scopus
Advanced glaucoma disease segmentation and classification with grey wolf optimized U −Net++ and capsule networks
Govindharaj I., Deva Priya W., Soujanya K.L.S., Senthilkumar K.P., Shantha Shalini K., Ravichandran S.
International Ophthalmology · Vol. 45 (2025)
DOI: 10.1007/s10792-025-03602-6
Journal 2025 Scopus
Automatic modulation classification scheme for next-generation cellular networks using optimized adaptive multi-scale dual attention network
G D., Priya W.D., Shirley C.P., Vignesh T.
Peer-to-Peer Networking and Applications · Vol. 18 (2025)
DOI: 10.1007/s12083-025-01959-0
Conference 2024 Scopus
Enhanced speed bump detection system for driver assistance system (DAS) using Otsu's threshold over adaptive Gaussian threshold for higher accuracy
Priyanka R., Priya W.D., Ramasenderan N.
AIP Conference Proceedings · Vol. 3161 (2024)
DOI: 10.1063/5.0229211
Conference 2024 Scopus
Improved accuracy in rice quality prediction using logistic regression in comparison with linear regression
Reddy N.B., Priya W.D.
AIP Conference Proceedings · Vol. 3193 (2024)
DOI: 10.1063/5.0233062
Conference 2024 Scopus
Real-Time Hydraulic Fluid Leak Detection in Heavy Machinery Using Cloud-Integrated Wireless Sensor Networks for Proactive Maintenance
Kumaresh P.S., Sivanantham E., Shoba L.K., Priya W.D., Mohankumar N., Elango B.
Proceedings of the 2024 10th International Conference on Communication and Signal Processing, ICCSP 2024 (2024) · pp. 868-873
DOI: 10.1109/ICCSP60870.2024.10543226
Book Chapter 2024 Scopus
An Efficient Rice Quality Prediction Using Convolutional Neural Network in Comparison With Support Vector Machine
Bhanu Prakash Reddy N., Deva Priya W.
Pioneering Approaches in Data Management (2024) · pp. 191-201
DOI: 10.4018/979-8-3693-5563-3.ch009
Journal 2024 Scopus
Twitter spam drift detection by semi supervised learning approach using YATSI algorithm
Sivakumar P., Balasubramani M., Sowndharya R., Priya B.S.D., Priya W.D., Syamala M.
International Journal of System Assurance Engineering and Management (2024)
DOI: 10.1007/s13198-024-02445-1
Conference 2024 Scopus
An Efficient Innovative Masked Face Recognition Using FaceNet Algorithm over Visual Geometry Group (VGG-16) Algorithm for Better Efficiency
Shriya P.V., Priya W.D.
2024 15th International Conference on Computing Communication and Networking Technologies, ICCCNT 2024 (2024)
DOI: 10.1109/ICCCNT61001.2024.10725817
Journal 2024 Scopus
Design, FEM analysis and development of switched reluctance motor electric drive for TRI-wheeler E-vehicle application
Anand M., Jebarani Evangeline S., Deva Priya W., Chitra Selvi S.
Automatika · Vol. 65 (2024) · pp. 813-829
DOI: 10.1080/00051144.2024.2330281
Conference 2024 Scopus
An Exclusive System for Labeling the Dog Breed for improved Accuracy using Convolution Neural Network in comparison with Random Forest
Reddy T.S.D., Priya W.D.
2024 15th International Conference on Computing Communication and Networking Technologies, ICCCNT 2024 (2024)
DOI: 10.1109/ICCCNT61001.2024.10725125
Conference 2023 Scopus
Real-Time Vehicle Speed Monitoring and Alerting System to Prevent Road Accidents
Priya W.D., Yuvaraj S., Sujatha V., Selvi R.T.
Proceedings of the 4th International Conference on Smart Electronics and Communication, ICOSEC 2023 (2023) · pp. 1201-1206
DOI: 10.1109/ICOSEC58147.2023.10276087
Conference 2023 Scopus
Decomposition of electrical and electronic waste management by using artificial intelligence
Suryawanshi R., Chatrapathy K., Al-Khaykan A., Priya W.D., Reddy Ch.V.K., Prasad K.V.S.
Proceedings of the IEEE International Conference Image Information Processing (2023) · pp. 411-416
DOI: 10.1109/ICIIP61524.2023.10537739
Journal 2023 Scopus
Optimizing intrusion detection systems using parallel metric learning
Sudha M., Reddy V.M.K., Priya W.D., Rafi S.M., Subudhi S., Jayachitra S.
Computers and Electrical Engineering (2023)
DOI: 10.1016/j.compeleceng.2023.108869
Conference 2023 Scopus
An Efficient Fetal Health Prediction System Using Enhanced XGB Classifier Compared Over K-Nearest Neighbor Classifier with Less Complexity and Improved Accuracy
Reddy A.I., Priya W.D.
2023 Intelligent Computing and Control for Engineering and Business Systems, ICCEBS 2023 (2023)
DOI: 10.1109/ICCEBS58601.2023.10448547
Conference 2016 Scopus
Advance Driver Assistance System (ADAS) - Speed bump detection
Devapriya W., Babu C.N.K., Srihari T.
2015 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC) (2016)
DOI: 10.1109/ICCIC.2015.7435753
Conference 2016 Scopus
Real time speed bump detection using Gaussian filtering and connected component approach
Devapriya W., Babu C.N.K., Srihari T.
IEEE WCTFTR 2016 - Proceedings of 2016 World Conference on Futuristic Trends in Research and Innovation for Social Welfare (2016)
DOI: 10.1109/STARTUP.2016.7583981

Conference 2026 Scopus
Enhancing traffic sign detection accuracy: A comparative study of morphological operations and MSER
Priya W.D., Srihari T.
· Vol. 3345 (2026)
DOI: 10.1063/5.0298431
Conference 2025 Scopus
A Bio-Inspired Self-Healing Machine Learning Framework for Autonomous Fault Recovery in Computational Networks
Husain S.O., Narayana V.A., Annapurna T., Sampath Kumar B., Shunmugapriya V., Srihari T.
2025 International Conference on Machine Communication and Technology Computing (ICMCTC) (2025)
DOI: 10.1109/ICMCTC62214.2025.11196711
Conference 2025 Scopus
Defect Detection in Electronics Manufacturing via Deep Learning-Based Visual Inspection
Srihari T., Murugesan A., Kumar N., Eswaran T., Lakshmi T.V.H., Shivaram K.T.
2025 International Conference on Control, Technology and Data Communication (ICCTDC) (2025)
DOI: 10.1109/ICCTDC64446.2025.11159033
Conference 2025 Scopus
AI-Powered Real-Time Misinformation Detection a Deep Learning Framework for Combating Fake News and Deepfakes
Nageswar Rao D., Mouneshwari K., Ravi Kiran P., Kumar Y.J.N., Soy A., Srihari T.
2025 International Conference on Machine Communication and Technology Computing (ICMCTC) (2025)
DOI: 10.1109/ICMCTC62214.2025.11196119
Journal 2025 Scopus
Urban Air Quality Monitoring System Enhanced by IoT for Comprehensive Deployment, Data Collection, and Environmental Impact Analysis
Sivakumar R., Singh K., Nishok V.S., Barshe S.B., Pokkuluri K.S., Srihari T., Hariram V., Mohapatra M.R.
WSEAS Transactions on Environment and Development (2025) · pp. 374-402
DOI: 10.37394/232015.2025.21.33
Journal 2024 Scopus
Studies on energy efficient techniques for agricultural monitoring by wireless sensor networks
Aggarwal K., Sreenivasula Reddy G., Makala R., Srihari T., Sharma N., Singh C.
Computers and Electrical Engineering (2024)
DOI: 10.1016/j.compeleceng.2023.109052
Conference 2024 Scopus
Quantum Dot-Based Hidden Markers with Machine Learning Algorithms for Enhanced Forensic Investigation and Document Security
Sharma A., Krishna V.B.G., Narendar B., Verma V.K., Srihari T., Nishok V.S.
2024 International Conference on Emerging Technologies for Automated Systems (ICETAS) (2024)
DOI: 10.1109/ICETAS62372.2024.11119870
Journal 2024 Scopus
Multilayer Seasonal Autoregressive Integrated Moving Average Models for Complex Network Traffic Analysis
Ravanappan P., Maragatharajan M., Tiwari R., Srihari T., Lavanya K.
Journal of Machine Learning and Computational Intelligence · Vol. 4 (2024) · pp. 238-249
DOI: 10.53759/7669/jmc202404023
Conference 2024 Scopus
Application of Machine Learning for Anticipating Chip Failure Rates in VLSI Design
Srihari T., Umamaheswari P., Sockkalingam S., Bodne N.P., Patel C.A., Babu S.B.G.T.
2024 International Conference on Signal, Communication and Networking (ICSCAN) (2024)
DOI: 10.1109/ICSCAN62807.2024.10894575
Journal 2023 Scopus
High-performance multiply-accumulate unit by integrating binary carry select adder and counter-based modular wallace tree multiplier for embedding system
Ponraj J., Jeyabharath R., Veena P., Srihari T.
VLSI Integration (2023)
DOI: 10.1016/j.vlsi.2023.102055
Journal 2021 Scopus
Hybrid multicarrier random space vector pwm for the mitigation of acoustic noise
Madasamy P., Verma R., Bharatiraja C., Barnabas Paul Glady J., Srihari T., Munda J.L., Mihet-Popa L.
Electronics (MDPI) · Vol. 10 (2021)
DOI: 10.3390/electronics10121483
Conference 2016 Scopus
Advance Driver Assistance System (ADAS) - Speed bump detection
Devapriya W., Babu C.N.K., Srihari T.
2015 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC) (2016)
DOI: 10.1109/ICCIC.2015.7435753
Conference 2016 Scopus
Real time speed bump detection using Gaussian filtering and connected component approach
Devapriya W., Babu C.N.K., Srihari T.
(2016)
DOI: 10.1109/STARTUP.2016.7583981

Dr. Krishna Kumar K
View all publications by this faculty →
2 papers
Conference 2024 Scopus WoS Q1
Curriculum Learning for Deep RL in Dialogue Systems
Krishna Kumar K, Ajmal Mohammed
AAAI 2024 · Vol. 38 (12) · pp. 13456-13464
DOI: 10.1609/aaai.v38i12.29001
11
Citations
Conference 2023 Scopus WoS Q1
Reward Shaping for Large-Scale Text Generation with RLHF
Krishna Kumar K, Ramesh Babu, Smitha G L
NeurIPS 2023 · pp. 15234-15246
DOI: 10.48550/arXiv.2311.12345
37
Citations

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