publications

My research interests lie in Cognitive neuroscience, Deep Learning(Multimodal Learning, Generative AI, LLM), Computer Vision, Natural Language Processing,Software Engineering, and Robotics. In particular I am interested in reverse-engineering the human mind to build embodied machines that can see, listen, speak, learn, and interact with human-level cognition and social intelligence.

2026

  1. Federated Learning: A Survey of Core Challenges, Current Methods, and Opportunities
    Madan Baduwal , Priyanka Paudel , and Vini Chaudhary
    Computers, 2026
  2. Lightweight Multimodal Radar Interference Detection at Low SINRs
    Madan Baduwal , and Vini Chaudhary
    In Proceedings of the IEEE International Conference on Communications (ICC) , May 2026

2025

  1. polyp-segmentation.png
    Hybrid (Transformer+ CNN)-based Polyp Segmentation
    Madan Baduwal
    arXiv preprint arXiv:2508.09189, Aug 2025

2021

  1. Signature-verification.png
    Signature Verification using Convolutional Neural Network and Autoencoder
    Prakash Ratna Prajapati , Samiksha Poudel , Madan Baduwal , and 2 more authors
    Journal of the Institute of Engineering, Aug 2021