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Email abhinav3663[at]gmail.com
Mobile +1 801 635 8185
Address 718 Old San Francisco Rd, Apt 352, Renaissance Apartment Homes, Sunnyvale, CA, USA 94086
Welcome! My name is Abhinav Kumar. I am a Senior Researcher in the Vision Intelligence team at Samsung Research America (SRA), Mountain View, working on 3D Computer Vision. I got my PhD on Generalizing Monocular 3D Detection [slides] 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. I attended Jawahar Vidya Mandir, Shyamali, Ranchi and MK DAV Public School, Chianki, Daltonganj.
Google Scholar / Semantic Scholar / DBLP / OpenReview
* = Equal Contributions
CVPR / ECCV / ICCV / ICLR / ICML / NeurIPS are among top 7 conferences in all computer science [Source].
Abhinav Kumar, Yuliang Guo, Zhihao Zhang, Xinyu Huang, Liu Ren and Xiaoming Liu
ICCV 2025
pdf / supplementary / 1min talk / slides / poster / arxiv / code / project / dataset
Abhinav Kumar, Yuliang Guo, Xinyu Huang, Liu Ren and Xiaoming Liu
CVPR 2024
pdf / supplementary / 5min talk / slides / poster / demo / arxiv / code / project
Garrick Brazil, Abhinav Kumar, Julian Straub, Nikhila Ravi, Justin Johnson and Georgia Gkioxari
CVPR 2023
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Abhinav Kumar, Garrick Brazil, Enrique Corona, Armin Parchami and Xiaoming Liu
ECCV 2022
pdf / supplementary / 5min talk / slides / poster / demo / arxiv / code / project
Abhinav Kumar, Garrick Brazil and Xiaoming Liu
CVPR 2021
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Abhinav Kumar*, Tim Marks*, Wenxuan Mou*, Ye Wang, Michael Jones, Anoop Cherian, Toshiaki Koike-Akino, Xiaoming Liu and Chen Feng
CVPR 2020
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Yunfei Long, Abhinav Kumar, Xiaoming Liu, and Daniel Morris
CVPR 2025
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Yuliang Guo, Abhinav Kumar, Chen Zhao, Ruoyu Wang, Xinyu Huang, and Liu Ren
ECCV 2024
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Shengjie Zhu, Abhinav Kumar, Masa Hu and Xiaoming Liu
NeurIPS 2023
pdf / poster / demo / arxiv / code / openreview
Vishal Asnani, Abhinav Kumar, Sua You and Xiaoming Liu
NeurIPS 2023
pdf / arxiv / code / openreview
Yunfei Long, Abhinav Kumar, Daniel Morris, Xiaoming Liu, Marcos Castro and Punarjay Chakravarty
AAAI 2023
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Thiago Serra, Xin Yu, Abhinav Kumar and Srikumar Ramalingam
NeurIPS 2021
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Thiago Serra, Abhinav Kumar and Srikumar Ramalingam
CPAIOR 2020 and ICML LXAI Workshop 2020
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Mayank Gupta*, Abhinav Kumar* and Sriganesh Madhvanath
WACV 2019 (Spotlight)
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Abhinav Kumar*, Shantanu Gupta*, Vladimir Kozitksy and Sriganesh Madhvanath
ICVGIP 2018 (Short Oral)
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Abhinav Kumar*, Aishwarya Gupta*, Bishal Santra*, Lalitha Srinivasan*, Manasa Kolla*, Mayank Gupta* and Rishabh Singh*
IAAI (Application conference of AAAI) 2019
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Abhinav Kumar*, Tim Marks*, Wenxuan Mou*, Chen Feng and Xiaoming Liu
ICCV Workshops on Statistical Deep Learning in Computer Vision 2019
pdf / slides / poster / media / Best Oral Presentation award
Abhinav Kumar, Thiago Serra and Srikumar Ramalingam
pdf / talk / code
Mayank Gupta, Abhinav Kumar and Sriganesh Madhvanath
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Abhinav Kumar and Animesh Kumar
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Nasim Ahmed, Avik Ghose, Amit Agarrwal, Chirabrata Bhaumik, Vivek Chandel and Abhinav Kumar
PERCOM Workshops on Crowd Assisted Sensing, Pervasive Systems and Communications 2015
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Rohit Kondekar, Pravin Kondekar, Deepak Phatak, Avinash Awate, Mayank Singh, Alefiya Lightwalla and Abhinav Kumar
IASTED International Conference on Technology for Education 2011
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Xiaoming Liu, Abhinav Kumar and Garrick Brazil
US Patent filed 2021
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Tim Marks, Abhinav Kumar, Wenxuan Mou, Chen Feng and Xiaoming Liu
US 11,127,164 B2, granted 2021
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Avik Ghose, Abhinav Kumar, Chirabrata Bhaumik and Arpan Pal
US 10,520,330 B2, granted 2019
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Edit requests/additions/corrections are welcome.
Computer Vision
Machine Learning
NLP
ACL 2024
Others
Outstanding reviewer award (top 10%) at NeurIPS 2023
Digital Image Processing, Prof Tolga Tasdizen, University of Utah, Fall 2019
Foundations of Wavelets and Multirate Digital Signal Processing, Prof Vikram Gadre, Centre for Distance Engineering Education Program (CDEEP), National Programme on Technology Enhanced Learning (NPTEL), Spring 2016
Massive Open Online Course (MOOC) attended by over 1150 participants in India.
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Control and Communications, Prof Animesh Kumar, Department of Electrical Engineering, IIT Bombay, Spring 2015
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