Algorithmic Approach for Prediction and Early Detection of Diseases Using Retinal Images. - Raghu Raj P; Gurudatha Pai K.; S. S. Shylaja (CGIV, 2007)

Degraded Document Image Enhancement Using Hybrid Thresholding and Mathematical Morphology. - Nija Babu; N. G. Preethi; Shylaja S. S (ICVGIP, 2008)

A smart automatic thumbnail cropping based on attention driven regions of interest extraction. - I. S. Amrutha; S. S. Shylaja; S. Natarajan 001; K. N. Balasubramanya Murthy (ICIS, 2009)

Aggregation of Gabor wavelets and curvelets with PCA for efficient retrieval of face images. - S. S. Shylaja; S. Natarajan 001; K. N. Balasubramanya Murthy; K. G. Abhijit; Jayashree Diwakar; S. Mohammed Saifulla (A2CWiC, 2010)

Machine learning approach for detection of cyber-aggressive comments by peers on social media network. - Vikas S. Chavan; Shylaja S. S (ICACCI, 2015)

Document Embedding Generation for Cyber-Aggressive Comment Detection using Supervised Machine Learning Approach. - Shylaja S. S; Abhishek Narayanan; Abhijith Venugopal; Abhishek Prasad (ICON, 2017)

Scene Classification with Deep Neural Nets Using Background Suppression. - Manoj K.; Shylaja S. S (ICIT, 2018)

D^2ehazing : Real-Time Dehazing in Traffic Video Analytics by Fast Dynamic Bilateral Filtering. - Apurba Das; Shashidhar Pai; Vinayak S. Shenoy; Tanush Vinay; Shylaja S. Sharath (CVIP (2), 2018)

A Deep Learning Approach to Speech Recognition of Digits. - Gagan Gopinath; Joel Kiran Kumar; Nirmit Shetty; S. S. Shylaja (ICACDS (1), 2019)

LCA-Net: Light Convolutional Autoencoder for Image Dehazing. - Pavan A; Adithya Bennur; Mohit Gaggar; Shylaja S. S (CoRR, 2020)

Custom Binary Cross Entropy Based Anomaly Detection in Bank Transactions using Deep Convolutional Neural Network. - Chinmay Ajit Kulkarni; Mohith Rajesh; Shylaja S. Sharath (iiWAS, 2021)

Efficient quality enhancement of gastrointestinal endoscopic video by a novel method of color salient bilateral filtering. - Apurba Das; Shylaja S. Sharath (Multim. Tools Appl., 2021)

CDDA: color-dominant deep autoencoder for faster and efficient bilateral image filtering. - Apurba Das; Shylaja S. Sharath (Signal Image Video Process., 2021)

Low-Cost Hardware-Accelerated Vision-Based Depth Perception for Real-Time Applications. - Aditya Nalgunda Ganesh; Dhruval Pobbathi Badrinath; S. S. Shylaja; Srinivas Katharguppe (CVMI, 2022)

Dynamic Binary Cross Entropy: An effective and quick method for model convergence. - Chinmay Kulkarni 003; Mohith Rajesh; Shylaja S. Sharath (ICMLA, 2022)

Interpretability for Multimodal Emotion Recognition using Concept Activation Vectors. - Ashish Ramayee Asokan; Nidarshan Kumar; Anirudh Venkata Ragam; Shylaja S. Sharath (IJCNN, 2022)

BEUD: Bifold-Encoder Uni-Decoder Based Network for Anomaly Detection. - Mohith Rajesh; Chinmay Kulkarni 003; Shylaja S. Sharath (IPMU (2), 2022)

TTF-ST: Diversified Text to Face Image Generation Using Best-Match Search and Latent Vector Transformation. - Srinidhi Temkar; Amrutha Ukkalam; Sanket Donty; Mahesh Dorsala; S. S. Shylaja (IVCNZ, 2022)

Non Homogeneous Realistic Single Image Dehazing. - Vinay P; Abhisheka K. S; Lithesh Shetty; Kushal T. M; Shylaja S. S (WACV (Workshops), 2023)

Disrupting Deepfakes: A Survey on Adversarial Perturbation Techniques and Prevention Strategies. - Utkarsh Bagaria; Vijit Kumar; Tanvi Rajesh; Vibhav Deepak; Shylaja S. S (ICCAI, 2024)

Integrative Analysis of Video and Audio for Micro-expression Recognition. - Rehan Sayed; Pratyush Pankaj; Aryan Sharma; Pragya Srivastava; S. S. Shylaja (AIAI (1), 2025)

FusionNet: Leveraging Dual Speech Separation Networks for Enhanced Multi-speaker Isolation. - Sumedh Ravindran; Shreyas Mallesh; Raghavendra S. Bhatagunaki; Srikrishna R. Chitnis; Shylaja S. Sharath (EANN (1), 2025)

The fine art of fine-tuning: A structured review of advanced LLM fine-tuning techniques. - Samar Pratap; Alston Richard Aranha; Divyanshu Kumar; Gautam Malhotra; Anantharaman Palacode Narayana Iyer; Shylaja S. S (Nat. Lang. Process. J., 2025)