Photo of Chaitanya
Chaitanya Patel
CS PhD student at Stanford University
chpatel <at> cs <dot> stanford <dot> edu

I am a Computer Science PhD student at Stanford University, advised by Ehsan Adeli and Juan Carlos Niebles. I completed my undergrad with Gold Medal from IIIT Hyderabad, majoring Computer Science and Engineering. My research interest spans 3D computer vision, self-supervised learning and machine learning. I have been fortunate to work with Shih-En Wei, Varun Gulshan, Gerard Pons-Moll and Avinash Sharma as well.

Experience
Research Scientist Intern
Meta Reality Lab, Pittsburgh, USA
Jun 2022 - Sep 2022
Jun 2023 - Sep 2023
Worked with Shih-En Wei on fast registration of photorealistic 3D avatars for VR facial animation. Our work was accepted at ECCV 2024.
Predoc Researcher
Google Research, India
Jan 2020 - Aug 2021
Worked with Varun Gulshan on Self-supervised learning with large-scale satellite data for earth observation applications like landcover mapping.
Research Intern
MPI Informatics, Germany
May 2019 - Nov 2019
Worked with Gerard Pons-Moll to develop a data-driven garment model which is realistic, differentiable and easy to animate. Our work TailorNet was accepted for Oral presentation at CVPR 2020.
Honours Student
IIIT Hyderabad, India
May 2017 - Apr 2019
Worked under the guidance of Avinash Sharma. Contributed to the development of 3D Surface Capture system using Microsoft Kinect depth sensors. Co-authored a publication HumanMeshNet at ICCV 2019 Workshop 3DRW.
Publications

...
UniEgoMotion: A Unified Model for Egocentric Motion Reconstruction, Forecasting, and Generation
ICCV 2025
Chaitanya Patel, Hiroki Nakamura, Yuta Kyuragi, Kazuki Kozuka, Juan Carlos Niebles, Ehsan Adeli

...
VideoMultiAgents: A Multi-Agent Framework for Video Question Answering
Noriyuki Kugo, Xiang Li, Zixin Li, Ashish Gupta, Arpandeep Khatua, Nidhish Jain, Chaitanya Patel, Yuta Kyuragi, Yasunori Ishii, Masamoto Tanabiki, Kazuki Kozuka, Ehsan Adeli

...
AdaVid: Adaptive Video-Language Pretraining
CVPRW 2025
Chaitanya Patel, Juan Carlos Niebles, Ehsan Adeli

...
Fast Registration of Photorealistic Avatars for VR Facial Animation
ECCV 2024
Chaitanya Patel, Shaojie Bai, Te-Li Wang, Jason Saragih, Shih-En Wei

...
Evaluating Self and Semi-Supervised Methods for Remote Sensing Segmentation Tasks
Chaitanya Patel*, Shashank Sharma*, Valerie J. Pasquarella, Varun Gulshan

...
TailorNet: Predicting Clothing in 3D as a Function of Human Pose, Shape and Garment Style
CVPR 2020 (ORAL)
Chaitanya Patel*, Zhouyingcheng Liao*, Gerard Pons-Moll

...
HumanMeshNet: Polygonal Mesh Recovery of Humans
ICCV-3DRW 2019
Abbhinav Venkat, Chaitanya Patel, Yudhik Agrawal, Avinash Sharma

* Equal contribution
Teaching
Stanford - Spring 2025
CS231N (Head CA) - Deep Learning for Computer Vision
Stanford - Spring 2024
CS231N - Deep Learning for Computer Vision
Stanford - Winter 2024
CS228 - Probabilistic Graphical Models
Stanford - Fall 2023
CS157 - Computational Logic
IIITH - Spring 2019
CSE578 - Computer Vision
IIITH - Monsoon 2018
CSE471 - Statistical Methods in AI
IIITH - Spring 2018
ICS103 - Data Structures
IIITH - Monsoon 2017
ICS101 - Computer Programming
Other Stuff
  • I used to do competitive coding back in my undergrad (expert in codeforces, 5-star in codechef). I participated in ACM ICPC India Regionals in 2017 and 2018. I still ocassionally like to ponder over some tough problems.
  • I love movies - especially the ones with spectacular visuals and/or slick action and/or high concept.
  • Being a Gujarati, I love Garba.
  • A few more memorable and fun projects:
    • Writing a compiler and interpreter from scratch for a made-up language called flatB: github
    • Content-aware image resizing: github
    • AI-agent to play ultimate Tic-Tac-Toe: github. It was fun to play different agents against each other.
    • Training RL agents on Atari games: github
    • Implementing a super-fun game with C++ OpenGL: github