People

Oleksandr Maksymets

Research Engineer

I’m a research engineer at Facebook AI Research (FAIR) working on embodied agents navigation using deep learning.

I joined Facebook in October 2015 and worked on query understanding and document understanding at Facebook. I led a multilingual joint phrase and Facebook entities embeddings project that serves as a back-bone for multiple application as entity linking and key phrase extractions. I also implemented mechanism of language models internationalization of Facebook Search.

From 2013 to 2015, I was an assistant professor in the Cybernetics Department at Taras Shevchenko National University of Kyiv.

In 2014 I received my PhD in computer science (advisor Serhii Kryvyi) from Taras Shevchenko National University of Kyiv, Ukraine.

Interests

Natural language processing, computer vision and reinforcement learning

Latest Publications

NeurIPS Datasets and Benchmarks Track - November 2, 2021

Habitat-Matterport 3D Dataset (HM3D): 1000 Large-scale 3D Environments for Embodied AI

Santhosh K. Ramakrishnan, Aaron Gokaslan, Erik Wijmans, Oleksandr Maksymets, Alex Clegg, John Turner, Eric Undersander, Wojciech Galuba, Andrew Westbury, Angel Chang, Manolis Savva, Yili Zhao, Dhruv Batra

arXiv - June 30, 2021

Habitat 2.0: Training Home Assistants to Rearrange their Habitat

Andrew Szot, Alex Clegg, Eric Undersander, Erik Wijmans, Yili Zhao, John Turner, Noah Maestre, Mustafa Mukadam, Devendra Chaplot, Oleksandr Maksymets, Aaron Gokaslan, Vladimir Vondrus, Sameer Dharur, Franziska Meier, Wojciech Galuba, Angel Chang, Zsolt Kira, Vladlen Koltun, Jitendra Malik, Manolis Savva, Dhruv Batra

ICCV - October 27, 2019

Habitat: A Platform for Embodied AI Research

Manolis Savva, Abhishek Kadian, Oleksandr Maksymets, Yili Zhao, Erik Wijmans, Bhavana Jain, Julian Straub, Jia Liu, Vladlen Koltun, Jitendra Malik, Devi Parikh, Dhruv Batra

CVPR - June 18, 2019

Embodied Question Answering in Photorealistic Environments with Point Cloud Perception

Erik Wijmans, Samyak Datta, Oleksandr Maksymets, Abhishek Das, Georgia Gkioxari, Stefan Lee, Irfan Essa, Devi Parikh, Dhruv Batra