Research Scientist – Internship
Innovation
Updated on 2/17/2024
Flawless

51-200 employees

AI-powered filmmaking tools for efficient reshoots and translations
Company Overview
Flawless is a pioneering company in the filmmaking industry, providing AI-powered tools designed by filmmakers themselves to address the challenges of increasing on-set production costs and time constraints. Their unique product, TrueSync, offers efficient AI reshoots, performance transfer, and the creation of immersive visual translations, enabling storytellers to refine their content without compromising their vision. With its industry-leading approach to integrating AI in filmmaking, Flawless empowers artists to experiment and iterate, setting it apart from competitors.
AI & Machine Learning

Company Stage

N/A

Total Funding

N/A

Founded

2018

Headquarters

Soho, United Kingdom

Growth & Insights
Headcount

6 month growth

33%

1 year growth

33%

2 year growth

33%
Locations
Santa Monica, CA, USA
Experience Level
Intern
Desired Skills
Python
Tensorflow
Pytorch
Animation
Computer Vision
CategoriesNew
Lab & Research
AI & Machine Learning
Requirements
  • Enrollment in a Ph.D. program in visual computing, 3D Vision, or related disciplines
  • Strong background in math, numerical optimization, and computer graphics
  • Ability to conduct independent research with minimum supervision
  • Research experience in computer vision/graphics and deep learning
  • Familiarity with neural volume rendering, audio driven facial animation, and/or 3D tracking techniques
  • Extensive experience with DL frameworks such as PyTorch or TensorFlow
  • Excellent coding skills in Python
Responsibilities
  • Work with a close-knit, passionate group of world-class researchers and scientists
  • Tackle challenging problems in generative neural rendering, audio driven facial animation, and video-based 3D avatar generation
  • Given challenging research problems and provided with a clear project plan
  • Advance the state of the art or bring unique scientific value to the business
Desired Qualifications
  • Research experience with demonstrated publication record at top-tier conferences in computer vision/graphics and deep learning
  • Extensive experience with neural volume rendering and 3D tracking techniques, especially in 3D face tracking and talking head synthesis from 2D video
  • Experience in Audio Driven Facial Animation Multi-View, Multi-modal image synthesis and editing
  • 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