mm-Wave Radar Hand Shape Classification Using Deformable Transformers. - Athmanarayanan Lakshmi Narayanan; K. T. Asma Beevi; Haoyang Wu; Jingyi Ma; W. Margaret Huang (CoRR, 2022)

Source-Free Continual Adaptive Learning With Limited Labels on Evolving Data Drifts. - Amrutha Machireddy; Ranganath Krishnan; Athmanarayanan Lakshmi Narayanan; Omesh Tickoo (ICIP, 2024)

Parameter-Efficient Active Learning for Foundational models. - Athmanarayanan Lakshmi Narayanan; Ranganath Krishnan; Amrutha Machireddy; Mahesh Subedar (CoRR, 2024)

Optimizing Active Learning in Vision-Language Models via Parameter-Efficient Uncertainty Calibration. - Athmanarayanan Lakshmi Narayanan; Amrutha Machireddy; Ranganath Krishnan (CoRR, 2025)