Research Intern - Vision Foundation Model and Generative AI
- Description:
- Sony AI is seeking research interns to join our Privacy-Preserving Machine Learning (PPML) team.
- Conduct innovative research, develop methodologies, design and prototype solutions.
- Work with a fast-growing team of world-class scientists and engineers.
- Tackle the most challenging problems in foundation models and generative AI.
- Ideas published in papers, improve the experience of millions of users of Sony.
- Conduct fundamental and innovative research in large vision foundation model, data synthesis, federated learning and knowledge distillation.
- Be self-motivated and capable of proposing and implementing innovative ideas.
- Deep understanding of large vision foundation model development and various CV applications.
- Requirements:
- Currently has, or is in the process of obtaining, a master/ PhD degree in computer science or related field.
- Publications or expertise in computer vision applications (e.g., object detection, segmentation), vision and multi-modal foundation model, data synthesis, knowledge distillation, federated learning, etc.
- Ability to communicate research in a clear and precise manner.
- Excellent analytical and programming skills in large-scale deep learning.
- Familiar with Python, Pytorch, etc.
- Experience with research communities, including having published papers at conferences, e.g., CVPR, ICCV, ECCV, NeurIPS, ICLR, ICML, etc.
- Strong communication and presentation skills
Benefits:
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