SegXAL: Explainable Active Learning for Semantic Segmentation in Driving Scene Scenarios. - Sriram Mandalika; Athira Nambiar (ICPR (1), 2024)

PRIMEDrive-CoT: A Precognitive Chain-of-Thought Framework for Uncertainty-Aware Object Interaction in Driving Scene Scenario. - Sriram Mandalika; Lalitha V; Athira Nambiar (CVPR Workshops, 2025)

Replay to Remember (R2R): An Efficient Uncertainty-driven Unsupervised Continual Learning Framework Using Generative Replay. - Sriram Mandalika; Harsha Vardhan; Athira Nambiar (CoRR, 2025)

Generalizable Vision-Language Few-Shot Adaptation with Predictive Prompts and Negative Learning. - Sriram Mandalika (CoRR, 2025)