S. S. Shylaja

According to our database, S. S. Shylaja authored at least 23 papers between 2007 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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

FusionNet: Leveraging Dual Speech Separation Networks for Enhanced Multi-speaker Isolation.

Sumedh Ravindran, Shreyas Mallesh, Raghavendra S. Bhatagunaki, Srikrishna R. Chitnis, Shylaja S. Sharath

Proceedings of the Engineering Applications of Neural Networks, 2025

Integrative Analysis of Video and Audio for Micro-expression Recognition.

Rehan Sayed, Pratyush Pankaj, Aryan Sharma, Pragya Srivastava, S. S. Shylaja

Proceedings of the Artificial Intelligence Applications and Innovations, 2025

2024

Disrupting Deepfakes: A Survey on Adversarial Perturbation Techniques and Prevention Strategies.

Utkarsh Bagaria, Vijit Kumar, Tanvi Rajesh, Vibhav Deepak, Shylaja S. S

Proceedings of the 2024 10th International Conference on Computing and Artificial Intelligence, 2024

2023

Non Homogeneous Realistic Single Image Dehazing.

Vinay P, Abhisheka K. S, Lithesh Shetty, Kushal T. M, Shylaja S. S

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2023

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

Proceedings of the Image and Vision Computing - 37th International Conference, 2022

BEUD: Bifold-Encoder Uni-Decoder Based Network for Anomaly Detection.

Mohith Rajesh, Chinmay Kulkarni, Shylaja S. Sharath

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2022

Interpretability for Multimodal Emotion Recognition using Concept Activation Vectors.

Ashish Ramayee Asokan, Nidarshan Kumar, Anirudh Venkata Ragam, Shylaja S. Sharath

Proceedings of the International Joint Conference on Neural Networks, 2022

Dynamic Binary Cross Entropy: An effective and quick method for model convergence.

Chinmay Kulkarni, Mohith Rajesh, Shylaja S. Sharath

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

Low-Cost Hardware-Accelerated Vision-Based Depth Perception for Real-Time Applications.

Aditya Nalgunda Ganesh, Dhruval Pobbathi Badrinath, S. S. Shylaja, Srinivas Katharguppe

Proceedings of the Computer Vision and Machine Intelligence, 2022

2021

CDDA: color-dominant deep autoencoder for faster and efficient bilateral image filtering.

Apurba Das, Shylaja S. Sharath

Signal Image Video Process., 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

Custom Binary Cross Entropy Based Anomaly Detection in Bank Transactions using Deep Convolutional Neural Network.

Chinmay Ajit Kulkarni, Mohith Rajesh, Shylaja S. Sharath

Proceedings of the iiWAS2021: The 23rd International Conference on Information Integration and Web Intelligence, Linz, Austria, 29 November 2021, 2021

2020

LCA-Net: Light Convolutional Autoencoder for Image Dehazing.

Pavan A, Adithya Bennur, Mohit Gaggar, Shylaja S. S

CoRR, 2020

2019

A Deep Learning Approach to Speech Recognition of Digits.

Gagan Gopinath, Joel Kiran Kumar, Nirmit Shetty, S. S. Shylaja

Proceedings of the Advances in Computing and Data Sciences, 2019

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

Proceedings of 3rd International Conference on Computer Vision and Image Processing - CVIP 2018, Jabalpur, India, September 29, 2018

Scene Classification with Deep Neural Nets Using Background Suppression.

Manoj K., Shylaja S. S

Proceedings of the International Conference on Information Technology, 2018

2017

Document Embedding Generation for Cyber-Aggressive Comment Detection using Supervised Machine Learning Approach.

Shylaja S. S, Abhishek Narayanan, Abhijith Venugopal, Abhishek Prasad

Proceedings of the 14th International Conference on Natural Language Processing, 2017

2015

Machine learning approach for detection of cyber-aggressive comments by peers on social media network.

Vikas S. Chavan, Shylaja S. S

Proceedings of the 2015 International Conference on Advances in Computing, 2015

2010

Aggregation of Gabor wavelets and curvelets with PCA for efficient retrieval of face images.

S. S. Shylaja, S. Natarajan, K. N. Balasubramanya Murthy, K. G. Abhijit, Jayashree Diwakar, S. Mohammed Saifulla

Proceedings of the 1st Amrita ACM-W Celebration on Women in Computing in India, 2010

2009

A smart automatic thumbnail cropping based on attention driven regions of interest extraction.

I. S. Amrutha, S. S. Shylaja, S. Natarajan, K. N. Balasubramanya Murthy

Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, 2009

2008

Degraded Document Image Enhancement Using Hybrid Thresholding and Mathematical Morphology.

Nija Babu, N. G. Preethi, Shylaja S. S

Proceedings of the Sixth Indian Conference on Computer Vision, Graphics & Image Processing, 2008

2007

Algorithmic Approach for Prediction and Early Detection of Diseases Using Retinal Images.

Raghu Raj P, Gurudatha Pai K., S. S. Shylaja

Proceedings of the 4th International Conference on Computer Graphics, 2007