Sony AI America is looking to research and develop ML-based technologies for movie/game/music creation to unleash human creativity
Requirements
- proven knowledge/expertise related to generative AI applications such as deep generative modeling, computer vision, audio signal processing
- analytical and programming skills in deep learning with machine learning tools (PyTorch, etc.)
- experience in research communities, including having published papers at conferences, e.g., CVPR, ICCV, ECCV, SIGGRAPH, NeurIPS, ICLR, ICML, etc.
- strong programming skills
- experience with PyTorch
- knowledge of computer vision, audio signal processing
- experience with deep generative modeling
Responsibilities
- investigate and apply novel algorithms related to the generation/editing/restoration of video, sound, and/or 3D visual geometry (including 3D human motion)
- targeting a publication in a top-tier conference/journal
- implement innovative ideas with research, coding, and problem-solving skills
- apply novel algorithms related to generative AI applications such as deep generative modeling, computer vision, audio signal processing
- develop technologies for various Sony Group products and for scientific publication
- investigate and apply novel algorithms related to the generation/editing/restoration of video, sound, and/or 3D visual geometry
- apply machine learning tools (PyTorch, etc.)
Other
- Master’s degree in Computer Science, Electrical Engineering, Applied Mathematics, or related fields
- enrolled in a relevant Ph.D. program (preferred)
- strong communication and presentation skills
- self-motivated
- ability to work remotely (for vision-related research) / in Tokyo, US, Europe (for sound-related research)
