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Meta · 1 day ago

Research Scientist Intern, Synthetic Image Generation (PhD)

Sunnyvale, CA

Internship

Onsite

Intern

$7,650/mo - $12,134/mo

Meta is a company that builds technologies to help people connect and grow businesses, focusing on immersive experiences like augmented and virtual reality. They are seeking a Research Scientist Intern to work on synthetic image generation, collaborating with a research team to design and implement algorithms in computer vision and machine learning.

Computer Software

Comp. & Benefits

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

Qualification

Synthetic image generationComputer visionMachine learningDeep learning frameworksPythonC++Computer graphicsAnalytical skillsProblem-solving skillsCommunication skills

Required

Currently has, or is in the process of obtaining, a PhD degree in EE/CS, Applied Math or a related STEM field

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)

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

Preferred

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)

Experiences working on high volume image data processing or synthesis