Gaurav Parmar

I am a PhD student at Carnegie Mellon University. I got my undergraduate degree in Computer Science (with highest honors) from University of California, San Diego in 2020.

My research interests include Computer Vision, Machine Learning and Robotics. I am co-advised by Jun-Yan Zhu and Srinivasa Narasimhan . Prior to this, I have worked with Zhuowen Tu and Jack Silberman at UCSD.

I spent two wonderful summers (2021 and 2022) interning at Adobe Research with Krishna Kumar Singh, Yijun Li, Cynthia Lu, and Richard Zhang.

Email  /  Google Scholar  /  LinkedIn  /  Twitter

profile photo
Publications

clean-usnob One-Step Image Translation with Text-to-Image Models
Gaurav Parmar, Taesung Park , Srinivasa Narasimhan , Jun-Yan Zhu
arXiv, 2024
[Paper] | [GitHub] | [Demo]
clean-usnob On the Content Bias in Fréchet Video Distance
Songwei Ge , Aniruddha Mahapatra , Gaurav Parmar, Jun-Yan Zhu , Jia-Bin Huang
CVPR, 2024
[Webpage] | [Paper] | [GitHub]
CoFRIDA: Self-Supervised Fine-Tuning for Human-Robot Co-Painting
Peter Schaldenbrand , Gaurav Parmar, Jun-Yan Zhu , James McCann , Jean Oh
ICRA 2024
Best Paper Award (HRI), Best Demo Award Finalist
[Paper] | [GitHub] | [Webpage]
clean-usnob Zero-shot Image-to-Image Translation
Gaurav Parmar, Krishna Kumar Singh , Richard Zhang , Yijun Li , Jingwan (Cynthia) Lu , Jun-Yan Zhu
SIGGRAPH, 2023
[Webpage] | [Paper] | [GitHub]
clean-usnob Spatially-Adaptive Multilayer Selection for GAN Inversion and Editing
Gaurav Parmar, Yijun Li , Jingwan (Cynthia) Lu , Richard Zhang , Jun-Yan Zhu , Krishna Kumar Singh
CVPR, 2022
[Webpage] | [Paper] | [GitHub]
clean-usnob On Aliased Resizing and Surprising Subtleties in GAN Evaluation
Gaurav Parmar, Richard Zhang , Jun-Yan Zhu
CVPR, 2022
[Webpage] | [Paper] | [GitHub]
clean-usnob Dual Contradistinctive Generative Autoencoder
Gaurav Parmar, Dacheng Li , Kwonjoon Lee, Zhuowen Tu
CVPR, 2021
[Webpage] | [Paper] | [GitHub]
clean-usnob Guided Variational Autoencoder for Disentanglement Learning
Zheng Ding*, Yifan Xu*, Weijian Xu, Gaurav Parmar, Yang Yang, Max Welling, Zhuowen Tu
CVPR, 2020
clean-usnob Geometry-Aware End-to-End Skeleton Detection
Weijian Xu, Gaurav Parmar, Zhuowen Tu
British Machine Vision Conference, 2019
clean-usnob clean-usnob Autonomous Smart Wheelchair: A Social Solution for Individual Need
Isabella Gomez, Gaurav Parmar, Samarth Aggarwal, Nathaniel Mansur, Alexander Guthrie
CHI Conference on Human Factors in Computing Systems EA, 2019
Miscellaneous.
RC car

Modified RC car trained with behavior cloning.

[GitHub]

Simulated RC Car

RL agent trained with Soft Actor Critic to drive autonomously in a simulator.

Trained on two simulators:

Simulator A: The input is 2D lidar scan

Simulator B: The input is a camera frame

SEDS: Project Colossus

Static fire rocket engine test stand

[Project Page]


Website template inspired from [here] and [here]