Namitha Padmanabhan

PhD student, University of Maryland, College Park

Joined

October 2022

Names

Namitha Padmanabhan (Preferred)

Emails

****@umd.edu (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

PhD student

University of Maryland, College Park (umd.edu)

2024 – 2028

Intern

NVIDIA (nvidia.com)

2025 – 2025

MS student

University of Maryland, College Park (umd.edu)

2022 – 2024

Advisors, Relations & Conflicts

PhD Advisor

Abhinav Shrivastava

2021 – Present

Expertise

Computer Vision

Present

Publications

Trajectory-aligned Space-time Tokens for Few-shot Action Recognition
Pulkit Kumar, Namitha Padmanabhan, Luke Luo, Sai Saketh Rambhatla, Abhinav Shrivastava
- CoRR 2024
- Readers: Everyone
Explaining the Implicit Neural Canvas: Connecting Pixels to Neurons by Tracing Their Contributions
Namitha Padmanabhan, Matthew Gwilliam, Pulkit Kumar, Shishira R. Maiya, Max Ehrlich, Abhinav Shrivastava
- CVPR 2024
- Readers: Everyone
Explaining the Implicit Neural Canvas: Connecting Pixels to Neurons by Tracing their Contributions
Namitha Padmanabhan, Matthew Gwilliam, Pulkit Kumar, Shishira R. Maiya, Max Ehrlich, Abhinav Shrivastava
- CoRR 2024
- Readers: Everyone
Trajectory-Aligned Space-Time Tokens for Few-Shot Action Recognition
Pulkit Kumar, Namitha Padmanabhan, Luke Luo, Sai Saketh Rambhatla, Abhinav Shrivastava
- ECCV (36) 2024
- Readers: Everyone
Do Text-Free Diffusion Models Learn Discriminative Visual Representations?
Soumik Mukhopadhyay, Matthew Gwilliam, Yosuke Yamaguchi, Vatsal Agarwal, Namitha Padmanabhan, Archana Swaminathan, Tianyi Zhou, Jun Ohya, Abhinav Shrivastava
- ECCV (60) 2024
- Readers: Everyone
Leveraging Bitstream Metadata for Fast, Accurate, Generalized Compressed Video Quality Enhancement
Max Ehrlich, Jon Barker, Namitha Padmanabhan, Larry Davis, Andrew Tao, Bryan Catanzaro, Abhinav Shrivastava
- WACV 2024
- Readers: Everyone

View all 15 publications

Co-Authors