Research Track Accepted Paper
1. LiBERTy: A Novel Model for Natural Language Understanding
Authors: Onkar Susladkar (IIT Roorkee); Gayatri s Deshmukh (Vishwakarma Institute of Information Technology); Sparsh Mittal (IIT Roorkee)*; Sai Chandra Teja R (Independent Researcher); Rekha Singhal (TCS)
2. Design-Space Exploration of Systolic Array for Edge Inferencing Applications
Authors: Prashanth H C (International Institute of Information Technology Bangalore)*; Yash Dharmesh Mogal (International Institute of Information Technology Bangalore); Madhav Rao (International Institute of information Technology, Bangalore)
3. TinyML-Driven On-Device Personalized Human Activity Recognition and Auto-Deployment to Smart Bands
Authors: Bidyut Saha (Indian Institute of Technology Kharagpur)*; Riya Samanta (Indian Institute of Technology, Kharagpur); Soumya Kanti Ghosh (Indian Institute of Technology Kharagpur, India); Ram Babu Roy (Indian Institute of Technology Kharagpur )
4. Managed Bidirectional Charging of Electric Fleets with Arbitrage
Authors: Kshitij Garg (TCS Research); Prasant Misra (TCS Research)*; Yogesh Bichpuriya (Industry Researcher); Arunchandar Vasan (TCS Research)
5. Soil Moisture Prediction Using Deep Learning on Hyperspectral Data
Authors: Sourav Seal (Delhi Technological University)*; Divyashikha Sethia (Delhi Technological University)
6. Investigating the changes in BOLD responses during viewing of images with varied complexity: An fMRI time-series based analysis on human vision
Authors: Naveen Kanigiri (International Institute of Information Technology Bangalore); Manohar Suggula (International Institute of Information Technology Bangalore); Debanjali Bhattacharya (International Institute of Information Technology Bangalore)*; Neelam Sinha (International Institute of Information Technology)
7. Predicting Depth of Anesthesia using EEG Signals and Deep Convolution Network
Authors: NEERAJ KUMAR SHARMA (Ram Lal Anand College, University of Delhi)*; Sakeena Shahid (Sri Guru Tegh Bahadur Khalsa College, University of Delhi); Subodh Kumar (Department of Computer Science, University of Delhi); Sanjeev Sharma (Department of Anesthesia, A.B.V.I.M.S & R.M.L Hospital); Rakesh Kumar Gupta (Ram Lal Anand College, University of Delhi); Naveen Kumar (University of Delhi)
8. SecureFrameNet:A rich computing capable secure framework for deploying neural network models on edge protected system.
Authors: Renju C Nair (International Institute of information Technology, Bangalore)*; Madhav Rao (International Institute of information Technology, Bangalore); Muralidhara V N (IIIT Bangalore)
9. Unveiling User Influence: An Adaptive Algorithm for Socialness Estimation through User-Reply Semantics
Authors: Vikram Singh (Computer Engineering Dept.,National Institute of Technology, Kurukshetra, Haryana-136119, India)*; Devanand Gamboir (Computer Engineering Dept.,National Institute of Technology, Kurukshetra, Haryana-136119, India )
10. CAMOT: Content Aware Multi Object Tracking
Authors: Ratul Kishore Saha (Tata Consultancy Services)*; Rekha Singhal (TCS); Manoj Nambiar (TCS)
11. TIFeD: a Tiny Integer-based Federated learning algorithm with Direct feedback alignment
Authors: Luca Colombo (Politecnico di Milano)*; Alessandro Falcetta (Politecnico di Milano); Manuel Roveri (Politecnico di Milano)
12. YOLOv7-DocInstSeg: Efficient Instance Segmentation Framework for Document Analysis and Recognition
Authors: Vamshi Krishna Kancharla (IIIT Bangalore college)*; Neelam Sinha (International Institute of Information Technology)
13. Perceptually-Inspired Local Source Normalization for Adversarial Robustness
Authors: Archana Ramachandran (Indian Institute of Technology Hyderabad)*; Sumohana S. Channappayya (IIT Hyderabad)
14. Leveraging Uncertainty for Credit Risk Estimation and Reliable Predictions in lending decision making
Authors: Akash Mondal (American Express)*; Saradindu Kar (American Express); Akash Mondal (American Express)
15. Exploring Causality Aware Data Synthesis
Authors: Soma Bandyopadhyay (Tata Consultancy Services)*; Sudeshna Sarkar (IIT Kharagpur)
16. Improved Sequence Predictions using Knowledge Graph Embedding for Large Language Models
Authors: Rabina Khatun (Dr. B.C.Roy Engineering College); Nilanjan Sinhababu (Indian Institute of Technology Kharagpur)*
17. SplitEE: Early Exit in Deep Neural Networks with Split Computing
Authors: Divya Jyoti Bajpai (Indian Institute of Technology Bombay); Vivek Kumar Trivedi (Indian Institute of Technology Bombay ); Sohan L Yadav (Indian Institute of Technology, Bombay); Manjesh Kumar Hanawal (IIT Bombay)*
18. Binary Convolutional Neural Network for Efficient Gesture Recognition at Edge
Authors: Jayeeta Mondal (TCS Research); Swarnava Dey (TCS Research, Tata Consultancy Services Ltd.); Arijit Mukherjee (TCS Research)*
19. Designing a Bare Minimum Face Recognition Architecture for Bare Metal Edge Devices: An Experience Report
Authors: Swarnava Dey (TCS Research, Tata Consultancy Services Ltd.)*
20. MobileASR: A resource-aware on-device learning framework for user voice personalization applications on mobile phones
Authors: Zitha Sasindran (Indian Institute of Science)*; Harsha Yelchuri (Information Science Engineering RV College of Engineering Bengaluru, India); Prabhakar Venkata Tamma (Electronics Systems Engg); Pooja Rao (IISc)
21. Model Uncertainty based Active Learning on Tabular Data using Boosted Trees
Authors: Sharath M Shankaranarayana (Ericsson)*
22. Hetero-Rec++: Modelling-based Robust and Optimal Deployment of Embeddings Recommendations
Authors: Ashwin Krishnan (TCS Research)*; Manoj Nambiar (TCS); Rekha Singhal (TCS)
