NeurIPS 2021

PhD in Computer Vision, 2019

Queensland University of Technology (QUT), Australia
MSc in Computer Vision, 2014

Federal University of Paraná (UFPR), Brazil
BSc in Computer Engineering, 2012

Pontifical Catholic University of Paraná (PUCPR), Brazil

Publications

Argoverse 2: next generation datasets for self-driving perception and forecasting

NeurIPS Track Datasets and Benchmarks 2021

Benjamin Wilson, William Qi, Tanmay Agarwal, John Lambert, Jagjeet Singh, Siddhesh Khandelwal, Bowen Pan, Ratnesh Kumar, Andrew Hartnett, Jhony K. Pontes, Deva Ramanan, Peter Carr, James Hays

PDF Code Dataset Project

Neural scene flow prior

NeurIPS 2021 (spotlight)

Xueqian Li, Jhony K. Pontes, Simon Lucey

PDF Code Video

PointNetLK revisited

CVPR 2021 (oral)

Xueqian Li, Jhony K. Pontes, Simon Lucey

PDF Code Poster Video

Scene flow from point clouds with or without learning

3DV 2020 (oral)

Jhony K. Pontes, James Hays, Simon Lucey

PDF Poster Video

Implicit surface representations as layers in neural networks

ICCV 2019

Mateusz Michalkiewicz, Jhony K. Pontes, Dominic Jack, Mahsa Baktashmotlagh, Anders Eriksson

PDF Code

Image2Mesh: a learning framework for single image 3D reconstruction

ACCV 2018

Jhony K. Pontes, Chen Kong, Sridha Sridharan, Simon Lucey, Anders Eriksson, Clinton Fookes

PDF Code Poster DOI Supplementary

Learning free-form deformations for 3D object reconstruction

ACCV 2018

Dominic Jack, Jhony K. Pontes, Sridha Sridharan, Clinton Fookes, Sareh Shirazi, Frederic Maire, Anders Eriksson

PDF Code DOI

Compact model representation for 3D reconstruction

3DV 2017

Jhony K. Pontes, Chen Kong, Anders Eriksson, Clinton Fookes, Sridha Sridharan, Simon Lucey

PDF Code Poster Video DOI

Two-stage facial age prediction using group-specific features

ICASSP 2017

Jhony K. Pontes, Clinton Fookes, Alceu S. Britto Jr., Alessandro L. Koerich

PDF Poster DOI

A flexible hierarchical approach for facial age estimation based on multiple features

Pattern Recognition

Jhony K. Pontes, Alceu S. Britto Jr., Clinton Fookes, Alessandro L. Koerich

PDF DOI

Experience

Research Scientist

Argo AI

Mar 2021 – Present USA

Working on 3D perception for autonomous vehicles.

Postdoctoral Research Scientist

Argo AI

Sep 2019 – Mar 2021 USA

Working on 3D perception for autonomous vehicles.

Research Software Engineer

PRO Unlimited @ Facebook Reality Labs

Feb 2019 – Jun 2019 Australia

Worked on 3D reconstruction problems for AR/VR.

Research Intern

Facebook Reality Labs

Jun 2018 – Nov 2018 USA

Worked on 3D reconstruction problems for AR/VR.

Machine Learning Tutor

Queensland University of Technology (QUT)

Feb 2018 – May 2018 Australia

Worked as a machine learning tutor.

Visiting Research Scholar

The Robotics Institute, Carnegie Mellon University (CMU)

Jan 2017 – Jul 2017 USA

Worked on 3D reconstruction problems @ CI2CV Computer Vision Lab.

Research Assistant

Queensland University of Technology (QUT)

Feb 2016 – Apr 2016 Australia

Worked as a research assistant @ SAIVT Lab.

Algorithm Engineer

Groupe Renault

Mar 2012 – Jul 2015 Brazil

Worked on control algorithms for flex-fuel combustion engines.

Mechatronics Technician

Airsys

May 2006 – Mar 2012 Brazil

Worked on medical ventilators to support breathing.

NeurIPS 2021

NeurIPS 2021

CVPR 2021

3DV 2020

Jhony K. Pontes

Research Scientist

About

Interests

Education

Publications

Experience

Research Scientist

Postdoctoral Research Scientist

Research Software Engineer

Research Intern

Machine Learning Tutor

Visiting Research Scholar

Research Assistant

Algorithm Engineer

Mechatronics Technician

Airsys

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