Kushal Vyas

According to our database, Kushal Vyas authored at least 5 papers between 2024 and 2026.

Collaborative distances:

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

2026

Fast Amortized Fitting of Scientific Signals Across Time and Ensembles via Transferable Neural Fields.

Sophia Zorek, Kushal Vyas, Yuhao Liu, David Lenz, Tom Peterka, Guha Balakrishnan

CoRR, April, 2026

The Surprising Effectiveness of Noise Pretraining for Implicit Neural Representations.

Kushal Vyas, Alper Kayabasi, Daniel Kim, Vishwanath Saragadam, Ashok Veeraraghavan, Guha Balakrishnan

CoRR, March, 2026

2025

Fit Pixels, Get Labels: Meta-learned Implicit Networks for Image Segmentation.

Kushal Vyas, Ashok Veeraraghavan, Guha Balakrishnan

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

Learning Efficient Implicit Neural Representations for Low Data Settings with Structured Noise.

Kushal Vyas, Ashok Veeraraghavan, Guha Balakrishnan

Proceedings of the 59th Asilomar Conference on Signals, 2025

2024

Learning Transferable Features for Implicit Neural Representations.

Kushal Kardam Vyas, Ahmed Imtiaz Humayun, Aniket Dashpute, Richard G. Baraniuk, Ashok Veeraraghavan, Guha Balakrishnan

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024