Sriram Mandalika
[Designation Yet to be updated!]

Hi! I received my Bachelor's of Technology (B.Tech) from SRM Institute of Science and Technology, Chennai (SRM IST) supervised by Dr. Athira M. Nambiar, where my focus is vision models, learning methodologies and reasoning.

My main research interest lie in the areas of computer vision and deep learning. Particularly focused on learning methods for vision models, label-efficient (Semi-Supervised/ Unsupervised /Self-Supervised ) approaches that can independently perform iterative self-improvement and world models. However, I am always open to new ideas and collaborations in related fields. This website gives you an overview of my recent research and history.

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News

06/2025

Paper on Unsupervised Continual Learning accepted at ECAI 2025 , arxiv.

07/2024

Received Outstanding Research Contribution Award 2025, SRM IST!

01/2024

Paper on Precognitive Uncertainty-aware Chain-of-Thought (CoT)accepted at CVPR Precognition Workshop 2025 , arxiv

09/2023

Our work on knowledge distillation is accepted at BMVC'23!
Selected Publications

For the up-to-date publication list, please visit the Google Scholar page.

Replay to Remember (R2R): An Efficient Uncertainty-driven Unsupervised Continual Learning Framework Using Generative Replay
Sriram Mandalika , Jammigumpula Harsha Vardhan, Athira Nambiar
28th European Conference on Artificial Intelligence (ECAI), 2025

Paper | Code | Website

PRIMEDrive-CoT: A Precognitive Chain-of-Thought Framework for Uncertainty-Aware Object Interaction in Driving Scene Scenario
Sriram Mandalika , Lalitha V and Athira Nambiar
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025

Paper | Code | Website

SegXAL: Explainable Active Learning for Semantic Segmentation in Driving Scene Scenarios
Sriram Mandalika and Athira Nambiar
27th International Conference on Pattern Recognition (ICPR), 2024

Paper | Code | Website

Academic Service

Reviewer: TMLR, ICCV (MCL Workshop 2025, XAI Workshop 2025), ICML 2025, ICML LatinX Workshop 2025, BMVC 2025.


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* denotes equal contribution