GAN-based Data Augmentation for Chest X-ray Classification. - Shobhita Sundaram; Neha Hulkund (CoRR, 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)

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)

DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data. - Stephanie Fu; Netanel Tamir; Shobhita Sundaram; Lucy Chai; Richard Zhang 001; Tali Dekel; Phillip Isola (NeurIPS, 2023)

When does perceptual alignment benefit vision representations? - Shobhita Sundaram; Stephanie Fu; Lukas Muttenthaler; Netanel Tamir; Lucy Chai; Simon Kornblith; Trevor Darrell; Phillip Isola (NeurIPS, 2024)

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 001; Miriam Farber (CVPR Workshops, 2025)

Personalized Representation from Personalized Generation. - Shobhita Sundaram; Julia Chae; Yonglong Tian; Sara Beery; Phillip Isola (ICLR, 2025)