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Research Engineer Internship - Neural Face Tracking + Rendering

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Flawless

Jan 26

Applications are closed

  • Internship
    Full-time
    Off-cycle Internship
  • Research & Development
    Software Engineering
  • Santa Monica

Requirements

  • Qualifications:
  • Be enrolled in a Master or Ph.D. program in visual computing, 3D Vision, or related disciplines.
  • Have research experience demonstrated through implementing methods from top-tier conferences in computer vision/graphics, and deep learning.
  • Ability to conduct independent research (literature review and prototyping) with minimum supervision
  • Have a strong background in math, numerical optimization, and statistical methods.
  • Be familiar with neural face rendering and 3D face tracking techniques
  • Have extensive experience with DL frameworks such as PyTorch, or tensorflow.
  • Excellent coding skills in Python
  • Preferred Qualifications:
  • Research experience with demonstrated publication record at top-tier conferences in computer vision/graphics, and deep learning such as ICCV, CVPR, and SIGGRAPH.
  • Have implemented face image synthesis and 3D face reconstruction techniques
  • Experience with differentiable renderers, such as PyTorch3D, Mitsuba2, or TensorFlow Graphic

Responsibilities

  • As a research scientist intern in the computer vision/graphics team at Flawless, you will work with a close-knit, passionate group of world-class researchers and scientists to tackle some of the most challenging problems in generative neural rendering, including neural face tracking and rendering in-the-wild. Our work in visual dubbing is just the tip of the iceberg, we’re developing countless exciting products based on our cornerstone research. This is an unbelievable opportunity to be on the cutting edge of the generative revolution.
  • Research focus areas include:
  • 3D face reconstruction/modeling in images and videos
  • Vision Transformers (ViTs) for tracking/detectionImage/video (portrait) synthesis using, e.g., GAN, neural textures, etc.
  • Neural head avatars
  • Please be advised that only candidates with expertise in at least two of the areas above will be considered.

Flawless

The art is in the science

Technology
Industry
51-200
Employees
2018
Founded Year

Mission & Purpose

AI Power Tools - Made by filmmakers, for filmmakers. Flawless is leading the generative AI revolution in filmmaking. Empowering the world’s greatest storytellers with magical new tools and emerging technologies. Flawless TrueSync software opens a new world of possibilities from fast and efficient AI Reshoots, Performance Transfer, and the creation of immersive, Visual Translations, for any language around the world.