Pubblicato su stage4eu il: 22/04/2024 Sony, Research Intern – Vision Foundation Model & GenAI
Sony
Wiesenstrasse 5, Schlieren (Zurich), Svizzera
Informatica/ICT
Attività:
- Conduct fundamental and innovative research in large vision foundation model, data synthesis, federated learning and knowledge distillation, including but not limited to architecture design and methodology design.
- Be self-motivated and capable of proposing and implementing innovative ideas.
- Deep understanding of large vision foundation model development and various CV applications, such as Image classification, object detection, pose detection, semantic image segmentation, etc.
- Write reports and give presentations to internal and external audiences.
- Contribute to library and tool development to support research and business.
- Publish influential research outcomes in top-tier conferences and journals.
Requisiti principali:
- - 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.
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