Aarush Gupta
I am a ML Engineer with the Generative ML team at Snap Inc.
I recently graduated from the MS in Robotics program at Carnegie Mellon University, where I worked with Laszlo Jeni on real-time neural rendering. I also worked closely with Jian Ren and Chaoyang Wang from Snap Inc. Before graduate school, I worked on developing text-to-video generative models at Rephrase.ai.
Apart from work, I am enthusiastic about financial markets, guitar, food, and movies.
News
September 2023: LightSpeed has been accepted at NeurIPS 2023!
September 2023: Joined the Generative ML team at Snap Inc. NYC.
August 2023: Finished master's program at Carnegie Mellon University.
May 2023: "Structure-Preserving Instance Segmentation via Skeleton-Aware Distance Transform" accepted at MICCAI 2023.
May 2022: Working with DIMAAG.AI on autonomous agricultural vehicles for the summer.
August 2021: Started graduate school at Carnegie Mellon University.
June 2020: “MitoEM Dataset: Large-scale 3D Mitochondria Instance Segmentation from EM Images” accepted at MICCAI 2020!
May 2020: Joined Rephrase.ai as a Research Engineer.
April 2020: Graduated from IIT Roorkee.
April 2019: Awarded the SN Bose Scholarship! Joining Prof. Hanspeter Pfister at Harvard University for the summers.
August 2018: “An Attention Model for Group Level Emotion Recognition” accepted at ICMI 2018!
July 2016: Started school at the Indian Institute of Technology Roorkee.
Research
LightSpeed: Light and Fast Neural Light Fields on Mobile Devices
Aarush Gupta, Junli Cao*, Chaoyang Wang*, Ju Hu, Sergey Tulyakov, Jian Ren, Laszlo Jeni
NeurIPS 2023
Master's Thesis Project
Structure-Preserving Instance Segmentation via Skeleton-Aware Distance Transform
Zudi Lin, Donglai Wei, Aarush Gupta, Xingyu Liu, Deqing Sun, Hanspeter Pfister
MICCAI, 2023
MitoEM Dataset: Large-Scale 3D Mitochondria Instance Segmentation from EM Images
Donglai Wei, Zudi Lin, Daniel Franco-Barranco, Nils Wendt, Xingyu Liu, Wenjie Yin, Xin Huang, Aarush Gupta, Won-Dong Jang, Xueying Wang, Ignacio Arganda-Carreras, Jeff W. Lichtman, Hanspeter Pfister
MICCAI, 2020
Awards and Scholarships
SN Bose Scholarship (2019)
KVPY Fellowship (2015)
Volunteering
Reviewer service: CVPR 2024
Led the Vision and Language Group at IIT Roorkee (2018-2020)
Teaching assistant, Faculty Development Program, IIT Roorkee (April 2018)
Vice-chair of ACM student chapter at IIT Roorkee (2019-2020)
Student Mentorship Program, IIT Roorkee (2018-2020)