Human-Centric Modeling Internship
About the role
An R&D internship in Apple’s Europe Vision Group (EVG) focusing on applying computer vision and machine learning to human-centric 3D representations, multi-modal generative models, and related technologies. The role involves developing, implementing, evaluating, and improving algorithms that model humans in complex scenarios, with emphasis on large-scale models for human-centric 3D representations and related areas.
Responsibilities
- Developing, implementing, evaluating, and improving (multi-modal) algorithms that model humans in complex and diverse scenarios.
- Human-centric multi-modal generative models
- Human-centric video diffusion models
- Human behavior modeling and simulation
- World models and sequence models
- 3D reconstruction of humans
- Representation learning and spatial understanding
- Face and body tracking
- Human-object interaction
- Advanced neural rendering techniques
- Neural simulation techniques
Qualifications
- Currently pursuing an MS or PhD degree in Computer Science, or a related field.
- End-of-internship requirement to return to school or internship must be the last requirement for graduation.
- Strong understanding of generative models and/or multi-modal foundation models.
- Strong understanding of neural rendering, 3D representations and Gaussian Splatting.
- Fluency in Python and Machine Learning Frameworks (i.e. PyTorch).
- Excellent communication and collaboration skills.
- Demonstrable problem solving and analytical thinking abilities.
Skills
About Apple
Discover the innovative world of Apple and shop everything iPhone, iPad, Apple Watch, Mac, and Apple TV, plus explore accessories, entertainment, and expert device support.
Discover the innovative world of Apple and shop everything iPhone, iPad, Apple Watch, Mac, and Apple TV, plus explore accessories, entertainment, and expert device support.
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