Sudarshan Babu

Domain-Independent Dominance of Adaptive Methods

David A. McAllester, M. Maire, Pedro H. P. Savarese, 2019, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

A Novel Sparsity Based Classification Framework to Exploit Clusters in Data

Sudarshan Babu, Sudarshan Babu, 2016, ICDM.

Scalable K-Medoids via True Error Bound and Familywise Bandits pdf

Saurabh Agarwal, Sudarshan Babu, Hariharan Chandrasekaran, 2019, ArXiv.

Online Meta-Learning via Learning with Layer-Distributed Memory

Pedro H. P. Savarese, Sudarshan Babu, Michael Maire, 2022 .

HyperFields: Towards Zero-Shot Generation of NeRFs from Text

R. Hanocka, Sudarshan Babu, Greg Shakhnarovich, 2023, ArXiv.

HyperNetwork Designs for Improved Classification and Robust Meta-Learning

Pedro H. P. Savarese, Sudarshan Babu, Michael Maire, 2022 .