Research Track
Doctoral Symposium

List of Accepted Submissions for the Doctoral Symposium in AIML Systems 2022

1. MPCLeague: Robust MPC Platform for Privacy-Preserving Machine Learning

2. Tensor Networks Assisted Quantum Computing for Applications in Machine Learning and Quantum Chemistry

3. LearnDefend: Learning to Defend against Backdoor Attacks on Federated Learning

4. TMCOSS: Thresholded Multi-Criteria Online Subset Selection for Data-Efficient Autonomous Driving

5. MeFakE: Fake News Detection on Social Media using a PSO-based and Memory-efficient Deep Neural Network

6. Reconfigurable Deep Learning Architectures for Wireless Channel Estimation

7. Intelligent and Reconfigurable Wireless PHY

8. Class Incremental Learning in Plants

9. Data-Efficient Class-Incremental Learning

10. Analog Computing Systems and Hybrid-Architectures for Machine Learning at Edge

11. Self-supervised learning for Speaker Diarization in the context of Conversational Speech

12. Edge based split-control using ML algorithms in Bilateral Teleoperation of Robots: Design and Analysis

13. COSWARA: A Respiratory Acoustics Based Point-of-care-testing Tool for SARS-CoV-2 Infection

14. Supervised approaches for Language and Speaker Recognition

15. Representation Learning for Graph Retrieval

16. Multiple Novel Intent Detection