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Research Scientist - Internship - Talking Head Synthesis

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Flawless

Jan 25

Applications are closed

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

Requirements

  • Qualifications:
  • Be enrolled in a Master's or Ph.D. program in visual computing, 3D Vision, or related disciplines.
  • Have a strong background in math, numerical optimization, and computer graphics.
  • Ability to conduct independent research (literature review and prototyping) with minimum supervision
  • Have research experience demonstrated through implementing methods from top-tier conferences in computer vision/graphics, and deep learning.
  • Be familiar with neural volume rendering and 3D tracking techniques
  • Have extensive experience with DL frameworks such as PyTorch, or tensorflow
  • Excellentcoding 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.
  • Extensive experience with neural volume rendering and 3D tracking techniques, especially in 3D face tracking and talking head synthesis from 2D video
  • Hands-on experience with NeRF and SDF-based reconstruction techniques
  • Familiarity with advanced computer graphics techniques such as inverse/differentiable rendering, physics-based rendering, intrinsic image decomposition, and shadow modeling
  • 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 video-based 3D avatar generation in-the-wild.

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.