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Reality Labs (RL) teams are looking for exceptional interns to help us create next generation interaction technologies for virtual and augmented reality. Join a full-stack team working on computer vision, machine learning, geometric and appearance simulation, and AI image generation.

Requirements

• Experience in Python or C++
• Experience with ML frameworks such as PyTorch or Tensorflow
• Experience in one or more of the following: generative AI, computer vision, computer graphics (e.g. appearance, geometry, physically-based modeling), or machine learning (e.g. efficient deep learning, domain adaptation, transfer learning)
• Proven track record of achieving significant results as demonstrated by grants, fellowships, patents, or first-authored publications at leading journals or conferences such as CVPR, ECCV/ICCV, BMVC, NeurIPS, ICML, ICLR, CHI, SIGGRAPH/SIGGRAPH Asia, ICRA, IROS, RSS, TPAMI, IJCV, etc
• Contributions to open-source projects, publications, or relevant projects demonstrating expertise in synthetic image generation
• Experience with cloud computing platforms and distributed computing for large-scale experiments
• Demonstrated software engineering experience via an internship, work experience, coding competitions, or widely used contributions in open source repositories (e.g. GitHub)

Responsibilities

• Design and execute algorithms in the domain of computer vision, machine learning, computer graphics, and generative AI.
• Conduct in-depth literature reviews and build knowledge of the latest advancements in AI-based image generation techniques.
• Collaborate with our research team to design and implement novel algorithms for synthetic image generation or translation.
• Experiment with cutting-edge machine learning models and frameworks to enhance image synthesis capabilities.
• Analyze and evaluate model performance, iterating on approaches to improve image quality, realism, and diversity.
• Document and share research findings, contribute to technical reports, and potentially publish in academic or industry conferences/journals.

Other

• Currently has, or is in the process of obtaining, a PhD degree in EE/CS, Applied Math or a related STEM field
• Strong analytical and problem-solving skills with a passion for innovation and cutting-edge research
• Excellent written and verbal communication skills, with the ability to present complex ideas clearly and concisely
• Must obtain work authorization in country of employment at the time of hire, and maintain ongoing work authorization during employment
• Experiences working on high volume image data processing or synthesis