Abhinav Kumar

AI Researcher

Menlo Park, California, United States4 yrs 9 mos experience

Most Likely To Switch

Key Highlights

Expert in 3D Computer Vision and Novel View Synthesis
Published multiple papers in top-tier conferences
Strong background in AI research and development

Stackforce AI infers this person is a specialist in AI Research focused on 3D Computer Vision and Machine Learning.

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Skills

Core Skills

3d Computer VisionNovel View Synthesis3d Object Detection

Other Skills

3D ReconstructionAlgorithmsComputer VisionDeep LearningDigital Image ProcessingLaTeXLinuxLuaMachine LearningMatlabProgrammingPyTorchPythonSoftware DevelopmentSoftware Engineering

About

I am a Senior Researcher in the Vision Intelligence team at Samsung Research America, Mountain View, working on 3D Computer Vision. I got my PhD on Generalizing Monocular 3D Object Detection in the Computer Vision Lab, Department of Computer Science at Michigan State University (MSU), where I was extremely fortunate to be working with Prof Xiaoming Liu. My past research internships were at Facebook AI Research (FAIR), Menlo Park, CA, with Dr Georgia Gkioxari and Dr Garrick Brazil, Bosch AI Research, Sunnyvale, CA, with Dr Yuliang Guo and Dr Liu Ren, and Mitsubishi Electric Research Labs (MERL), Cambridge, MA, with Dr Tim Marks, Dr Michael Jones, and Dr Anoop Cherian. During 2016-2018, I was a Research Engineer at Xerox Research Centre India, Bangalore, with Dr Sriganesh Madhvanath and Vladimir Kozitksy. I hold a Masters in Signal Processing and Bachelors in Electrical Engineering from Indian Institute of Technology (IIT) Bombay and IIT Patna, respectively. My Masters advisor was Prof Animesh Kumar.

Experience

Samsung research america (sra)

Senior Researcher (Research Scientist), Vision Intelligence Group

Jan 2025 – Present · 1 yr 2 mos · On-site

◦ Working on Novel View Synthesis, 3D and 4D Computer Vision

Novel View Synthesis3D Computer Vision3D Reconstruction

Bosch research

3D Vision Research Intern, Computer Vision Group, Bosch AI Research

Jun 2023 – Aug 2023 · 2 mos · Sunnyvale, California, United States

◦ Worked on 3D perception from monocular images.
◦ Published at CVPR 2024.

3D Object Detection

Mitsubishi electric research laboratories (merl)

Vision Research Intern, Computer Vision Group

May 2019 – Aug 2019 · 3 mos · Cambridge, Massachusetts

◦ Worked on uncertainty and visibility estimation using deep neural networks.
◦ Published at CVPR 2020

Xerox research center india (xrci)

Research Engineer, Computer Vision and Media Analytics Group

Jul 2016 – Jul 2018 · 2 yrs · Bangalore, India

◦ Worked on large-scale image retrieval of license-plate images and classification of HOV3+ violators.
◦ Published at WACV 2019, ICVGIP 2018 and IAAI 2019

Nptel

Teaching Assistant

Mar 2016 – Apr 2016 · 1 mo

◦ Served as TA for the online course - Foundations of Wavelets and Multirate Digital Signal Processing available at https://nptel.ac.in/courses/117/101/117101123/