Research Scientist Intern, Machine Learning, Human Motion Models
Vor 5 Tagen
Research Topics:
* Character animation synthesis, editing, retargeting, and stylization
* Human motion reconstruction, estimation, and analysis
* Human-scene interaction understanding and modelling
* Efficient and realistic physics simulation of human motion
* Novel input and interfaces for human motion synthesis, control, and editing
* Evaluation of avatar systems
Responsibilities
- Prototyping, building, and analysis of novel research ideas
- Design and execution of algorithms, planning and analysis of experiments
- Collaboration with and support of other researchers across various disciplines
- Communication of research agenda, progress and results
- Currently has, or is in the process of obtaining, a PhD in Computer Vision, Computer Graphics, Robotics, Machine Learning, Human-Computer Interaction, or related fields
- Understanding of machine learning, 3D geometry, optimization, and system building
- Experience with deep learning frameworks like PyTorch
- Interpersonal skills: cross-group and cross-culture collaboration
- Must obtain work authorization in the country of employment at the time of hire, and maintain ongoing work authorization during employment
- Intent to return to degree-program after the completion of the internship
- 2+ years experience in one or more of the following areas: human motion synthesis, editing, and retargeting - human motion perception, reconstruction, and analysis - generative modelling of human motion - reinforcement learning
- Proven track record of achieving results as demonstrated in accepted papers at top vision, graphics, robotics related journals and conferences such as CVPR, ECCV/ICCV, SIGGRAPH, NeurIPS, etc
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