Vishwesh Nath  

 



  ![](/sites/default/files/person/Vishwesh.Nath_.jpg)

  

 Dr. Vishwesh Nath is an Applied Research Scientist at Nvidia. He works with the Clara DLMED Research Team and his research is focused towards medical imaging with sub-domains including AI-Assisted Annotation (DeepGrow 2D & 3D), Neural Architecture Search and Federated Learning.

Prior to joining Nvidia Dr. Nath pursued his Ph.D. and M.S. degrees in Computer Science from the Electrical Engineering & Computer Science department at [Vanderbilt University](https://www.vanderbilt.edu/) and Bachelor's in Electrical and Electronics Engineering from [Manipal Institute of Technology](https://manipal.edu/mit.html). His Ph.D. was focused on Neuroimaging with Diffusion-Weighted Magnetic Resonance Imaging (DW-MRI). He has authored over 20+ publications in the field of medical imaging.

Google Scholar: [https://scholar.google.com/citations?user=D9RP3YUAAAAJ&hl=en](https://scholar.google.com/citations?user=D9RP3YUAAAAJ&hl=en)



   Research Area(s)

[Medical](/index.php/research-area/medical)

 

 

  

 Main Field of Interest

[Medical](/index.php/research-area/medical)

 

  

 

 

 



 ### Publications

 

### 2025 

[VILA-M3: Enhancing Vision-Language Models with Medical Expert Knowledge](/index.php/publication/2025-06_vila-m3-enhancing-vision-language-models-medical-expert-knowledge)

[Vishwesh Nath](/index.php/person/vishwesh-nath), [Wenqi Li](/index.php/person/wenqi-li), [Dong Yang](/index.php/person/dong-yang), [Andriy Myronenko](/index.php/person/andriy-myronenko), Mingxin Zheng, Yao Lu, [Zhijian Liu](/index.php/person/zhijian-liu), [Hongxu Danny Yin](/index.php/person/danny-yin), Yee Man Law, Stephanie Harmon, Benjamin Simon, [Greg Heinrich](/index.php/person/greg-heinrich), Stephen Aylward, Marc Edgar, Michael Zephyr, [Pavlo Molchanov](/index.php/person/pavlo-molchanov), Baris Turkbey, [Holger Roth](/index.php/person/holger-roth), [Daguang Xu](/index.php/person/daguang-xu)



[CVPR 2025](https://openaccess.thecvf.com/content/CVPR2025/html/Nath_VILA-M3_Enhancing_Vision-Language_Models_with_Medical_Expert_Knowledge_CVPR_2025_paper.html)









### 2023 

[Communication-Efficient Vertical Federated Learning with Limited Overlapping Samples](/publication/2023-10_communication-efficient-vertical-federated-learning-limited-overlapping-samples)

Jingwei Sun, [Ziyue Xu](/person/ziyue-xu), [Dong Yang](/person/dong-yang), [Vishwesh Nath](/person/vishwesh-nath), [Wenqi Li](/person/wenqi-li), [Can Zhao](/person/can-zhao), [Daguang Xu](/person/daguang-xu), Yiran Chen, [Holger Roth](/person/holger-roth)



[CVPR 2023](https://openaccess.thecvf.com/content/ICCV2023/html/Sun_Communication-Efficient_Vertical_Federated_Learning_with_Limited_Overlapping_Samples_ICCV_2023_paper.html)