Saurabh Koju

Hello! I’m a computer engineering graduate and a research assistant at NAAMII. I work with Dr. Binod Bhattarai at the Multimodal Learning Lab.

My current research interests include world models, reinforcement learning and generative modeling with limited data. Recently, I’ve been working on improving the cross-context adaptability of latent actions learned through world models for surgical applications. I enjoy exploring the theoretical aspects of machine learning, particularly in information theory, generalization, and robustness.

Research Interests: World Models, Generalization and Robustness, Reinforcement Learning, Generative Modeling

latest posts

Jun 27, 2025	Flow Matching

publications

DEMI Workshop

Surgical vision world model

Saurabh Koju, Saurav Bastola, Prashant Shrestha, and 4 more authors

In MICCAI Workshop on Data Engineering in Medical Imaging, 2025

DOI Bib HTML

@inproceedings{koju2025surgical,
  title = {Surgical vision world model},
  author = {Koju, Saurabh and Bastola, Saurav and Shrestha, Prashant and Amgain, Sanskar and Shrestha, Yash Raj and Poudel, Rudra PK and Bhattarai, Binod},
  booktitle = {MICCAI Workshop on Data Engineering in Medical Imaging},
  pages = {1--10},
  year = {2025},
  organization = {Springer},
  doi = {10.1007/978-3-032-08009-7_1},
}