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Facebook Research Intern, Rendering and Reconstruction (PhD) in Des Moines, Iowa

Intro:

Facebook's mission is to give people the power to build community and bring the world closer together. Through our family of apps and services, we're building a different kind of company that connects billions of people around the world, gives them ways to share what matters most to them, and helps bring people closer together. Whether we're creating new products or helping a small business expand its reach, people at Facebook are builders at heart. Our global teams are constantly iterating, solving problems, and working together to empower people around the world to build community and connect in meaningful ways. Together, we can help people build stronger communities - we're just getting started.

Summary:

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 works 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 full body capture and reconstruction. We are currently seeking innovative interns with a passion for rendering and innovative 3D representations and capture technologies.Research Topics:* 3D human digitization* Facial capture* Virtual telepresence* Deep learning* Advanced shading models* Neural and differentiable rendering* Implicit modelsOur internships are twelve (12) to twenty-four (24) weeks long and we have various start dates throughout the year.

Required Skills:

  1. Design and execution of algorithms

  2. Prototyping, building and analysis of experimental systems

  3. Collaboration with and support of other researchers across various disciplines

  4. Communication of research agenda, progress and results

Minimum Qualifications:

  1. Currently has, or is in the process of obtaining, a PhD in Computer Vision, Computer Graphics, Machine Learning or related fields

  2. Must obtain work authorization in country of employment at the time of hire, and maintain ongoing work authorization during employment

  3. Must be available for 3 month to 6 month internship between January 1, 2021 and December 31, 2021

  4. Interpersonal skills: cross-group and cross-culture collaboration

  5. Experience with neural rendering, implicit representations, deformation models, lightstage geometry reconstruction, or forward and inverse rendering of physically based shading models

Preferred Qualifications:

  1. Intent to return to degree-program after the completion of the internship

  2. 2+ years of experience with 3D geometry reconstruction and representation, BRDF and light transport algorithms, or machine learning

  3. Experience with Deep Learning

  4. Proven track record of achieving results as demonstrated in accepted papers at top computer vision, computer graphics or machine learning related conferences such as CVPR, ECCV, ICCV, NeurIPS, SIGGRAPH, EGSR, etc

Industry: Internet

Equal Opportunity: Facebook is proud to be an Equal Opportunity and Affirmative Action employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender, gender identity, gender expression, transgender status, sexual stereotypes, age, status as a protected veteran, status as an individual with a disability, or other applicable legally protected characteristics. We also consider qualified applicants with criminal histories, consistent with applicable federal, state and local law. Facebook is committed to providing reasonable accommodations for candidates with disabilities in our recruiting process. If you need any assistance or accommodations due to a disability, please let us know at accommodations-ext@fb.com.

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