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M Rakesh Raj

UvA, Netherlands

Artificial Intelligence

About Me

🧑‍🎓I'm a Master’s student in Artificial Intelligence at the University of Amsterdam (UvA) with a focus on Computer Vision, Multimodal Learning, and Machine Learning. My research interests lie in building systems that can understand, reason, and learn from visual and multimodal data. I’m particularly fascinated by the intersection of perception and representation learning, and how these areas drive the development of more capable AI models..

Research Work

*Click the title for the project page *

Generalizable 3D NeRF for Lensless Images

Published At: WACV 2025

Authors: Rakesh Raj Madavan*, Akshat Kailmal*, KV Bhadrinarayanan, Vinayak Gupta, Kaushik Mitra, IIT Madras

[Project Page] [Paper] [Code]

Med-GRIM: Enhancing Zero-shot Medical VQA using Multimodal Graph-RAG

Published at: ICCV Workshop 2025

Authors: Rakesh Raj Madavan*, Akshat Kailmal*, Hashim Faisal*, Chandrakala S

[Project Page] [Paper] [Code]

UGPL: Uncertainty-Guided Progressive Learning for Evidence-Based Classification in Computed Tomography

Under Review At: ICCVW 2025

Authors: Shravan Venkatraman*, Rakesh Raj Madavan*, Pavan Kumar S*

[Project Page] [Paper] [Code]

TIDE: Two-Stage Inverse Degradation Estimation with Guided Prior Disentanglement for Underwater Image Restoration

Authors: Shravan Venkatraman*, Rakesh Raj Madavan*, Pavan Kumar S*

[Project Page] [Paper] [Code]

TabularLens: Leveraging Indexed Retrieval for Table Understanding

Yet to update

Authors: Rakesh Raj Madavan*, Hashim Faisal*, Anandhavelu S

[Project Page] [Paper] [Code]

PCM-NeRF: Probabilistic Camera Modeling for Neural Radiance Fields under Pose Uncertainty

Currently Working

Authors: Shravan Venkatraman*, Rakesh Raj Madavan*, Pavan Kumar S

[Project Page] [Paper] [Code]

Other Activities

Contact

📧 Email: rakeshraj220703@gmail.com

📍 Department: Aritificial Intelligence

🏛️ University: Universiteit van Amsterdam