Research Scientist Intern - 3D World Modeling - Robotics and Generative AI
MetaAdded 3h ago
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Quick summaryby newgrad.ai
What you'll do
- Create egocentric world models for action-conditioned video synthesis.
- Develop multimodal generation models using RGB, flow, and depth data.
- Process large datasets and benchmark results for academic conferences.
- Study how world models influence reinforcement learning policy training.
What they're looking for
- Ability to innovate new computer vision and machine learning techniques.
- Experience evaluating input modalities like hand, head, and eye tracking.
- Availability for internships lasting twelve to twenty-four weeks.
The Meta Reality Labs Research Team brings together a world-class team of researchers, developers, and engineers to create the future of AR and VR. The Surreal Vision group at RL Research is seeking exceptional Research Scientists to research and help build the egocentric machine perception functionalities and digital twins of 3D scenes that will underpin future VR and contextual-AI-enabled AR devices. The research intern will work on cutting edge research problems to innovate novel computer vision and machine learning techniques.
Collaborate with researchers to advance work across multiple research areas, including
- Developing novel egocentric world models for action-conditioned video synthesis.
- Evaluating different egocentric input modalities (e.g., hand pose, head pose, eye gaze, body pose).
- Establish multimodal generation models including RGB video, 2D/3D flow, and depth maps.
- Curating and post-processing large-scale datasets to enable effective training.
- Investigating the impact of world models on RL algorithms for policy learning.
- Benchmarking against state-of-the-art approaches and compiling results for scientific conference submission.
Our internships are twelve (12) to twenty-four (24) weeks long and we have various start dates throughout the year.
From Meta's public posting, laid out for reading by newgrad.ai with the wording unchanged. Check the original before you apply.
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