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Email abhinakumar[at]adobe.com, abhinav3663[at]gmail.com
Mobile +1 801 635 8185
Address Sunnyvale, CA, USA 94086
Hi! I am a 3D / 4D Computer Vision researcher based in Bay Area. My goal is to create navigable and interactable 3D worlds by solving fundamental problems in:
3D / 4D Generation: World Models • Video Diffusion • Gaussian Splatting • NeRFs
3D / 4D Understanding: 3D Detection • Depth Estimation • Camera Calibration
I am a Senior Applied Scientist at Adobe Foundry, San Jose, working on 3D / 4D Generation with Vova Kim. Previously, I was a Senior Researcher at Samsung Research America, with Suren Kumar and Radek Grzeszczuk. I completed a Computer Science PhD on Generalizing Monocular 3D Detection [slides] at Michigan State University, where I was extremely fortunate to be advised by Prof Xiaoming Liu. My internships were at:
Facebook AI Research (FAIR), with Georgia Gkioxari and Garrick Brazil,
Bosch AI Research, with Yuliang Guo and Liu Ren,
Mitsubishi Research Labs (MERL), with Tim Marks, Michael Jones, and Anoop Cherian.
In my past life, I was a Research Engineer at Xerox Research, Bangalore, with Sriganesh Madhvanath and Vladimir Kozitksy. My academic roots trace back to IIT Bombay (Masters) and IIT Patna (Bachelors). My Masters advisor was Prof Animesh Kumar. I remain a proud alumnus of JVM Shyamali and MK DAV Schools.
Google Scholar / Semantic Scholar / DBLP / OpenReview
CVPR / ECCV / ICCV / ICLR / ICML / NeurIPS are among top 7 conferences in all computer science [Source].
* = Equal Contributions
Abhinav Kumar, Tristan Armstrong*, Lazar Valkov*, Gopal Sharma, Alex Levinshtein, Radek Grzeszczuk and Suren Kumar
pdf / code (In approval) / project / supplementary / demo / arxiv
Abhinav Kumar, Yuliang Guo, Xinyu Huang, Liu Ren and Xiaoming Liu
CVPR 2024
pdf / code / project / supplementary / 5min talk / slides / poster / demo / arxiv
Garrick Brazil, Abhinav Kumar, Julian Straub, Nikhila Ravi, Justin Johnson and Georgia Gkioxari
CVPR 2023
pdf / code / project / supplementary / 5min talk / slides / poster / demo / arxiv
Abhinav Kumar, Garrick Brazil, Enrique Corona, Armin Parchami and Xiaoming Liu
ECCV 2022
pdf / code / project / supplementary / 5min talk / slides / poster / demo / arxiv
Abhinav Kumar*, Tim Marks*, Wenxuan Mou*, Ye Wang, Michael Jones, Anoop Cherian, Toshiaki Koike-Akino, Xiaoming Liu and Chen Feng
CVPR 2020
pdf / code / project / supplementary / 1min talk / slides / demo / arxiv / dataset
Zhihao Zhang, Abhinav Kumar, Girish Ganeshan and Xiaoming Liu
CVPR 2026 (Highlight)
pdf / code / project / supplementary / 5min talk / slides / poster / arxiv
Zhihao Zhang, Abhinav Kumar, and Xiaoming Liu
CVPR 2026
pdf / code / project / supplementary / 5min talk / slides / poster / arxiv
Abhinav Kumar, Yuliang Guo, Zhihao Zhang, Xinyu Huang, Liu Ren and Xiaoming Liu
ICCV 2025
pdf / code / supplementary / 5min talk / slides / poster / arxiv
Yunfei Long, Abhinav Kumar, Xiaoming Liu, and Daniel Morris
CVPR 2025
pdf / code
Yuliang Guo, Abhinav Kumar, Chen Zhao, Ruoyu Wang, Xinyu Huang, and Liu Ren
ECCV 2024
pdf / code / project / poster / 5min talk / demo / arxiv
Shengjie Zhu, Abhinav Kumar, Masa Hu and Xiaoming Liu
NeurIPS 2023
pdf / code / poster / demo / arxiv / openreview
Vishal Asnani, Abhinav Kumar, Sua You and Xiaoming Liu
NeurIPS 2023
pdf / code / arxiv / openreview
Yunfei Long, Abhinav Kumar, Daniel Morris, Xiaoming Liu, Marcos Castro and Punarjay Chakravarty
AAAI 2023
pdf / code / slides / poster
Thiago Serra, Xin Yu, Abhinav Kumar and Srikumar Ramalingam
NeurIPS 2021
pdf / code / supplementary / talk / arxiv / openreview
Abhinav Kumar, Garrick Brazil and Xiaoming Liu
CVPR 2021
pdf / code / project / supplementary / 5min talk / slides / poster / demo / arxiv
Thiago Serra, Abhinav Kumar and Srikumar Ramalingam
CPAIOR 2020 and ICML LXAI Workshop 2020
pdf / code / slides / talk / poster
Mayank Gupta*, Abhinav Kumar* and Sriganesh Madhvanath
WACV 2019 (Spotlight)
pdf / slides / poster / article
Abhinav Kumar*, Shantanu Gupta*, Vladimir Kozitksy and Sriganesh Madhvanath
ICVGIP 2018 (Short Oral)
pdf / slides / arxiv
Abhinav Kumar*, Aishwarya Gupta*, Bishal Santra*, Lalitha Srinivasan*, Manasa Kolla*, Mayank Gupta* and Rishabh Singh*
IAAI (Application conference of AAAI) 2019
pdf / slides / article / tutorial / bronchure
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 / code / talk
Mayank Gupta, Abhinav Kumar and Sriganesh Madhvanath
pdf / demo
Abhinav Kumar and Animesh Kumar
pdf / slides / report
Nasim Ahmed, Avik Ghose, Amit Agarrwal, Chirabrata Bhaumik, Vivek Chandel and Abhinav Kumar
PERCOM Workshops on Crowd Assisted Sensing, Pervasive Systems and Communications 2015
link
Rohit Kondekar, Pravin Kondekar, Deepak Phatak, Avinash Awate, Mayank Singh, Alefiya Lightwalla and Abhinav Kumar
IASTED International Conference on Technology for Education 2011
link / report
Xiaoming Liu, Abhinav Kumar and Garrick Brazil
US Patent filed 2021
link
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.
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, IIT Bombay, Spring 2016
Massive Open Online Course (MOOC) by NPTEL attended by over 1150 participants in India.
link
Control and Communications, Prof Animesh Kumar, IIT Bombay, Spring 2015
link