Abhinav Kumar
Abhinav Kumar
Pronouns: he/him
Senior Researcher, Vision Intelligence, Samsung Research America
- Joined July 2019
Names
Emails
****@gmail.com (Confirmed)
, ****@msu.edu (Confirmed)
Personal Links
Career & Education History
Senior Researcher
Vision Intelligence, Samsung Research America (samsung.com)
2025 – Present
PhD student
Computer Science and Engineering, Michigan State University (msu.edu)
2020 – 2024
PhD student
Computer Science and Engineering, University of Utah (utah.edu)
2018 – 2020
Research Engineer
Computer Vision and Media Analytics Group, Xerox Research Centre India (xerox.com)
2016 – 2018
MS student
Electrical Engineering, Indian Institute of Technology Bombay (iitb.ac.in)
2014 – 2016
Undergrad student
Electrical Engineering, Indian Institute of Technology Patna (iitp.ac.in)
2009 – 2013
Advisors, Relations & Conflicts
Mentor
Garrick Brazil
2020 – Present
Mentor and Manager
Sriganesh Madhvanath
2017 – 2018
Expertise
Novel View Synthesis, 3D Reconstruction
2025 – Present
3D Object Detection in Autonomous Driving
2020 – Present
Uncertainty and Visibility Estimation
2019 – 2021
Lossless and Exact Compression of Deep Neural Networks
2018 – 2020
Billion Scale Image Retrieval (Re-Identification)
2017 – 2018
Estimation under Quantization and Noise
2015 – 2016