Navyansh Mahla

According to our database, Navyansh Mahla authored at least 3 papers in 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Why Gradient Subspace? Identifying and Mitigating LoRA's Bottlenecks in Federated Fine-Tuning of Large Language Models.

Navyansh Mahla, Ganesh Ramakrishnan

CoRR, 2024

MedSAGa: Few-shot Memory Efficient Medical Image Segmentation using Gradient Low-Rank Projection in SAM.

Navyansh Mahla, Annie D'souza, Shubh Gupta, Bhavik Kanekar, Kshitij Sharad Jadhav

CoRR, 2024

FESS Loss: Feature-Enhanced Spatial Segmentation Loss for Optimizing Medical Image Analysis.

Charulkumar Chodvadiya, Navyansh Mahla, Kinshuk Gaurav Singh, Kshitij Sharad Jadhav

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024