Meta AR/VR Job | Research Scientist Intern, Machine Learning, Digital Humans (PhD)

Job(岗位): Research Scientist Intern, Machine Learning, Digital Humans (PhD)

Type(岗位类型): Computer Vision, Research

Citys(岗位城市): Redmond, WA

Date(发布日期): Before 2021-12-14

Summary(岗位介绍)

The Facebook Reality Labs (FRL) Research Team brings together a world-class team of researchers, developers, and engineers to create the future of AR and VR, which together will become as universal and essential as smartphones and personal computers are today. The Gemini team is looking for research interns to tackle the most ambitious problems in the creation of photorealistic digital humans.

In this internship, you will build upon cutting edge research from both academia and industry. You will work with a team that is trying to leverage the best rendering technology and the latest in image-to-image transformation machine learning techniques and use them to build new ways of performance capture and real-time, photorealistic avatars that can be placed in any environment.

Our internships are twelve (12) to twenty four (24) weeks long and you have the option to start at various dates throughout the year.

Qualifications(岗位要求)

Currently has, or is in the process of obtaining, a PhD in the field of Computer Science, Computer Vision, Machine Learning or related field

Must obtain work authorization in country of employment at the time of hire, and maintain ongoing work authorization during employment

Understanding of statistical analysis of data and mathematical modeling

Understanding of machine learning, 3D geometry, optimization, and system building

Experience with deep learning frameworks like PyTorch

Experience in C++ or Python

Interpersonal experience: cross-group and cross-culture collaboration

Description(岗位职责)

Research, develop and prototype image-to-image transformation technology, concentrating on the manipulation and disentangling of latent space

Design and implement prototypes with the emphasis on quality and speed of execution

Propose and execute experiments and data capture sessions

Collaboration with and support of other researchers across various disciplines

Communication of research agenda, progress and results

If successful, write up your results for possible publication

Additional Requirements(额外要求)

Intent to return to degree-program after the completion of the internship

Experience with image-to-image transformation, transformers, recurrent neural networks, VAEs, GANs, rendering techniques and real-time frameworks (Unity or Unreal)

Proven track record of achieving significant results as demonstrated by grants, fellowships, patents, as well as first-authored publications at leading workshops or conferences such as CVPR, ECCV/ICCV, SIGGRAPH, or similar

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