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Internship

Research Scientist - Internship - Talking Head Synthesis

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Flawless

•

3mo ago

🚀 Off-cycle Internship

Santa Monica

AI generated summary

  • The candidate must be enrolled in a Master's or Ph.D. program in visual computing or related disciplines, with a strong background in math, numerical optimization, and computer graphics. They should have research experience in computer vision/graphics and deep learning, specifically with neural volume rendering and 3D tracking techniques. Excellent coding skills in Python and proficiency in DL frameworks like PyTorch or TensorFlow are necessary. Preferred qualifications include a publication record in top-tier conferences, hands-on experience with NeRF and SDF-based reconstruction, and familiarity with advanced computer graphics techniques and differentiable renderers.
  • The research scientist intern at Flawless will collaborate with a team of experts to develop solutions for complex problems in generative neural rendering, specifically focusing on video-based 3D avatar generation in real-world scenarios.

Off-cycle Internship

Research & Development, Software Engineering•Santa Monica

Description

  • Flawless is looking for smart, self-motivated, and committed Research Interns to join our research team in Los Angeles, US. Our interns are given challenging research problems and are provided with a clear project plan during the course of the internship. At Flawless, we want interns to succeed, and we have high expectations for performance, either by advancing the state of the art or bringing unique scientific value to our business.

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

Education requirements

Currently Studying
Masters
PhD

Area of Responsibilities

Research & Development
Software Engineering

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.

Details

Work type

Full time

Work mode

hybrid

Location

Santa Monica