Shobhita Sundaram

According to our database, Shobhita Sundaram authored at least 9 papers between 2021 and 2026.

Collaborative distances:

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

2026

Teaching Models to Teach Themselves: Reasoning at the Edge of Learnability.

Shobhita Sundaram, John Quan, Ariel Kwiatkowski, Kartik Ahuja, Yann Ollivier, Julia Kempe

CoRR, January, 2026

2025

Better Together: Leveraging Unpaired Multimodal Data for Stronger Unimodal Models.

Sharut Gupta, Shobhita Sundaram, Chenyu Wang, Stefanie Jegelka, Phillip Isola

CoRR, October, 2025

Personalized Representation from Personalized Generation.

Shobhita Sundaram, Julia Chae, Yonglong Tian, Sara Beery, Phillip Isola

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

What Makes for a Good Stereoscopic Image?

Netanel Tamir, Shir Amir, Ranel Itzhaky, Noam Atia, Shobhita Sundaram, Stephanie Fu, Ron Sokolovsky, Phillip Isola, Tali Dekel, Richard Zhang, Miriam Farber

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2025

2024

When does perceptual alignment benefit vision representations?

Shobhita Sundaram, Stephanie Fu, Lukas Muttenthaler, Netanel Tamir, Lucy Chai, Simon Kornblith, Trevor Darrell, Phillip Isola

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

2023

DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data.

Stephanie Fu, Netanel Tamir, Shobhita Sundaram, Lucy Chai, Richard Zhang, Tali Dekel, Phillip Isola

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2021

Do Neural Networks for Segmentation Understand Insideness?

Kimberly Villalobos, Vilim Stih, Amineh Ahmadinejad, Shobhita Sundaram, Jamell Dozier, Andrew Francl, Frederico Azevedo, Tomotake Sasaki, Xavier Boix

Neural Comput., 2021

Symmetry Perception by Deep Networks: Inadequacy of Feed-Forward Architectures and Improvements with Recurrent Connections.

Shobhita Sundaram, Darius Sinha, Matthew Groth, Tomotake Sasaki, Xavier Boix

CoRR, 2021

GAN-based Data Augmentation for Chest X-ray Classification.

Shobhita Sundaram, Neha Hulkund

CoRR, 2021