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Research Scientist Intern, Neural Rendering (PhD)

Deep Learning Machine Learning Unity Unreal
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Description
The Reality Labs (RL) 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. Our internships are twelve (12) to twenty four (24) weeks long and we have various start dates throughout the year. Research Topics:* 3D human digitization* Facial capture* Virtual telepresence* Deep learning* Neural shading models* Neural and differentiable rendering* Coordinate-based Implicit models
Research Scientist Intern, Neural Rendering (PhD) Responsibilities
  • Design and execution of algorithms
  • Design and implementation of new reconstruction and rendering techniques in the realm of neural and classical rendering
  • Prototyping, building and analysis of experimental systems
  • Collaboration with and support of other researchers across various disciplines
  • Communication of research agenda, progress and results
Minimum Qualifications
  • Currently has, or is in the process of obtaining, a PhD in Computer Vision, Computer Graphics, Machine Learning or related fields
  • Experience with Deep Learning
  • Must obtain work authorization in country of employment at the time of hire, and maintain ongoing work authorization during employment
  • Interpersonal skills: cross-group and cross-culture collaboration
  • Experience with neural rendering, implicit representations, deformation models, lightstage geometry reconstruction, or forward and inverse rendering of physically based shading models
Preferred Qualifications
  • Intent to return to degree-program after the completion of the internship 2+ years of experience with 3D geometry reconstruction and representation and machine learning
  • Experience with image-to-image transformation, transformers, recurrent neural networks, VAEs, GANs, rendering techniques and real-time frameworks (Unity or Unreal)
  • 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.
For those who live in or expect to work from California if hired for this position, please click here for additional information.
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About Meta
Meta builds technologies that help people connect, find communities, and grow businesses. When Facebook launched in 2004, it changed the way people connect. Apps like Messenger, Instagram and WhatsApp further empowered billions around the world. Now, Meta is moving beyond 2D screens toward immersive experiences like augmented and virtual reality to help build the next evolution in social technology. People who choose to build their careers by building with us at Meta help shape a future that will take us beyond what digital connection makes possible today—beyond the constraints of screens, the limits of distance, and even the rules of physics.
Meta is committed to providing reasonable support (called accommodations) in our recruiting processes for candidates with disabilities, long term conditions, mental health conditions or sincerely held religious beliefs, or who are neurodivergent or require pregnancy-related support. If you need support, please reach out to accommodations-ext@fb.com.
$7,500/month to $11,333/month + benefits

Individual compensation is determined by skills, qualifications, experience, and location. Compensation details listed in this posting reflect the base hourly rate, monthly rate, or annual salary only, and do not include bonus, equity or sales incentives, if applicable. In addition to base compensation, Meta offers benefits. Learn more about benefits at Meta.
Meta
Meta
Augmented Reality Metaverse Social Media Social Network Virtual Reality

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