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Internship

Research Engineer Internship - Neural Face Tracking + Rendering

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Flawless

3mo ago

🚀 Off-cycle Internship

Santa Monica

AI generated summary

  • The candidate must be enrolled in a Master or Ph.D. program in visual computing or related disciplines, have research experience in computer vision/graphics and deep learning, possess a strong background in math and statistical methods, be familiar with neural face rendering and 3D face tracking techniques, have extensive experience with DL frameworks, particularly PyTorch or TensorFlow, and have excellent coding skills in Python. Preferred qualifications include a publication record in top-tier conferences, experience with face synthesis and 3D reconstruction techniques, and familiarity with differentiable renderers such as PyTorch3D or TensorFlow Graphic.
  • The research engineer intern will collaborate with a talented team to tackle complex problems in neural face tracking and rendering, focusing on 3D face reconstruction, vision transformers, image/video synthesis, and neural head avatars. Must have expertise in at least two of these areas.

Off-cycle Internship

Research & Development, Software EngineeringSanta 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.
  • This internship is set to start ASAP.

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

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 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.

Details

Work type

Full time

Work mode

hybrid

Location

Santa Monica