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ORCIDS. S. Shylaja
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2020 – today
- 2025
[j3]Samar Pratap, Alston Richard Aranha
, Divyanshu Kumar, Gautam Malhotra, Anantharaman Palacode Narayana Iyer, Shylaja S. S:
The fine art of fine-tuning: A structured review of advanced LLM fine-tuning techniques. Nat. Lang. Process. J. 11: 100144 (2025)- 2024
- [c17]Utkarsh Bagaria, Vijit Kumar, Tanvi Rajesh, Vibhav Deepak, Shylaja S. S:
Disrupting Deepfakes: A Survey on Adversarial Perturbation Techniques and Prevention Strategies. ICCAI 2024: 301-306 - 2023
- [c16]Vinay P, Abhisheka K. S, Lithesh Shetty, Kushal T. M, Shylaja S. S:
Non Homogeneous Realistic Single Image Dehazing. WACV (Workshops) 2023: 548-555 - 2022
- [c15]Aditya Nalgunda Ganesh, Dhruval Pobbathi Badrinath, S. S. Shylaja, Srinivas Katharguppe:
Low-Cost Hardware-Accelerated Vision-Based Depth Perception for Real-Time Applications. CVMI 2022: 271-282 - [c14]Chinmay Kulkarni, Mohith Rajesh, Shylaja S. Sharath:
Dynamic Binary Cross Entropy: An effective and quick method for model convergence. ICMLA 2022: 814-818 - [c13]Ashish Ramayee Asokan, Nidarshan Kumar, Anirudh Venkata Ragam, Shylaja S. Sharath:
Interpretability for Multimodal Emotion Recognition using Concept Activation Vectors. IJCNN 2022: 1-8 - [c12]Mohith Rajesh, Chinmay Kulkarni, Shylaja S. Sharath:
BEUD: Bifold-Encoder Uni-Decoder Based Network for Anomaly Detection. IPMU (2) 2022: 31-43 - [c11]Srinidhi Temkar, Amrutha Ukkalam, Sanket Donty, Mahesh Dorsala, S. S. Shylaja:
TTF-ST: Diversified Text to Face Image Generation Using Best-Match Search and Latent Vector Transformation. IVCNZ 2022: 415-429 - [i2]Ashish Ramayee Asokan, Nidarshan Kumar, Anirudh Venkata Ragam, Shylaja S. Sharath:
Interpretability for Multimodal Emotion Recognition using Concept Activation Vectors. CoRR abs/2202.01072 (2022) - 2021
- [j2]Apurba Das, Shylaja S. Sharath:
Efficient quality enhancement of gastrointestinal endoscopic video by a novel method of color salient bilateral filtering. Multim. Tools Appl. 80(4): 6235-6245 (2021) - [j1]Apurba Das, Shylaja S. Sharath:
CDDA: color-dominant deep autoencoder for faster and efficient bilateral image filtering. Signal Image Video Process. 15(6): 1189-1195 (2021) - [c10]Chinmay Ajit Kulkarni, Mohith Rajesh, Shylaja S. Sharath:
Custom Binary Cross Entropy Based Anomaly Detection in Bank Transactions using Deep Convolutional Neural Network. iiWAS 2021: 319-323 - 2020
- [i1]Pavan A, Adithya Bennur, Mohit Gaggar, Shylaja S. S:
LCA-Net: Light Convolutional Autoencoder for Image Dehazing. CoRR abs/2008.10325 (2020)
2010 – 2019
- 2019
- [c9]Gagan Gopinath, Joel Kiran Kumar, Nirmit Shetty, S. S. Shylaja:
A Deep Learning Approach to Speech Recognition of Digits. ICACDS (1) 2019: 117-126 - 2018
- [c8]Manoj K., Shylaja S. S:
Scene Classification with Deep Neural Nets Using Background Suppression. ICIT 2018: 178-181 - [c7]Apurba Das, Shashidhar Pai, Vinayak S. Shenoy, Tanush Vinay, Shylaja S. Sharath:
D^2ehazing : Real-Time Dehazing in Traffic Video Analytics by Fast Dynamic Bilateral Filtering. CVIP (2) 2018: 127-137 - 2017
- [c6]Shylaja S. S, Abhishek Narayanan, Abhijith Venugopal, Abhishek Prasad:
Document Embedding Generation for Cyber-Aggressive Comment Detection using Supervised Machine Learning Approach. ICON 2017: 348-355 - 2015
- [c5]Vikas S. Chavan, Shylaja S. S:
Machine learning approach for detection of cyber-aggressive comments by peers on social media network. ICACCI 2015: 2354-2358 - 2010
- [c4]S. S. Shylaja, S. Natarajan, K. N. Balasubramanya Murthy, K. G. Abhijit, Jayashree Diwakar, S. Mohammed Saifulla:
Aggregation of Gabor wavelets and curvelets with PCA for efficient retrieval of face images. A2CWiC 2010: 37:1-37:6
2000 – 2009
- 2009
- [c3]I. S. Amrutha, S. S. Shylaja, S. Natarajan, K. N. Balasubramanya Murthy:
A smart automatic thumbnail cropping based on attention driven regions of interest extraction. ICIS 2009: 957-962 - 2008
- [c2]Nija Babu, N. G. Preethi, Shylaja S. S:
Degraded Document Image Enhancement Using Hybrid Thresholding and Mathematical Morphology. ICVGIP 2008: 701-705 - 2007
- [c1]Raghu Raj P, Gurudatha Pai K., S. S. Shylaja:
Algorithmic Approach for Prediction and Early Detection of Diseases Using Retinal Images. CGIV 2007: 501-505
Coauthor Index
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