Meta AR/VR Job | Research Scientist Intern, Body, Cloth and Hair Modeling and Simulation (PhD)
Job（岗位）: Research Scientist Intern, Body, Cloth and Hair Modeling and Simulation (PhD)
Type（岗位类型）: Computer Vision | Machine Learning, Research
Citys（岗位城市）: Sausalito, CA | Redmond, WA
Date（发布日期）: Before 2021-12-14
Summary（岗位介绍）
The Facebook Reality Labs (FRL) Research Team brings together a world-class team of researchers, developers, and engineers to create the future of AR and VR, which together will become as universal and essential as smartphones and personal computers are today. We are developing all the technologies needed to enable breakthrough AR glasses and VR headsets, including computer vision, graphics, body tracking, perception science, and true telepresence. The Virtual Humans team in Sausalito, CA, Redmond, WA and Zurich work on cutting-edge research and development focusing on virtual people and presence. We envision a world where people connect across vast distances so our roles focus on capturing, evaluating and modeling the full human body shape and motion. We are currently seeking innovative interns with a passion for technology to develop the next generation of virtual humans.
Research Topics:
* Physics-based simulation for body, cloth and hair
* Deformable object modeling, volumetric representation
* Full body animation and tracking
* Non-rigid registration
* Differentiable simulation, neural representations
* Applied machine learning
* Realistic rendering, perceptual evaluation
Qualifications（岗位要求）
Currently has, or is in the process of obtaining a PhD in Computer Vision, Graphics, Machine Learning, Robotics, or related field
Must obtain work authorization in country of employment at the time of hire, and maintain ongoing work authorization during employment
Must be available for 3 month to 6 month internship between January 1, 2022 and December 31, 2022
Interpersonal skills: cross-group and cross-culture collaboration
Experience with computer vision, 3D geometry, character animation and/or linear algebra
2+ years of experience with C, C++, and/or Python
Description（岗位职责）
Design and execution of algorithms
Investigate, design and develop novel algorithms in areas such as full body, cloth and hair modeling, simulation and animation, surface and volumetric reconstructions, for avatars, digital humans and virtual try-on applications
Prototyping, building and analysis of experimental systems
Collaboration with and support of other researchers across various disciplines
Communication of research agenda, progress and results
Additional Requirements（额外要求）
Intent to return to degree-program after the completion of the internship
2+ years of experience with one or more of the following areas: developing models for physics-based simulation, MPM, 3D geometry reconstruction, non-rigid deformation, shape representation, numerical optimization, deep learning
2+ years experience with character animation, perceptual evaluation and/or avatar evaluation
Proven track record of achieving results as demonstrated in accepted papers at top computer vision, graphics, machine learning or robotics related journals and conferences such as SIGGRAPH, CVPR, ICCV, ECCV, NeurIPS, etc
