Sony Research Intern Vision Foundation Model Generative AI 

United States, Arizona, Gilbert 

219742298

, with a focus on buildingin aThe role of a researchis to conduct innovative research, develop methodologies,and prototype solutionsYou will work with ahe most challenging problems in foundation models andgenerative AI,knowledge transfer into VFM, data synthesismodel compression from VFMsmall modelson edge. You will see your ideas not only published in papers,

Roles and Responsibilities

• uct fundamental and innovativeresearchinlargevision foundation model,data synthesis, federatedlearningandknowledgedistillation,including but not limited to architecture designandmethodology design.

• Beself-motivatedandcapable ofproposingand implementinginnovative ideas.

• Deep understandingoflarge vision foundation model development and various CV applications, such as Image classification, object detection, pose detection, semantic image segmentation, etc.

• Writereports and give presentationstointernaland externalaudiences.

• Contribute to library and tool development to support research and business.

• Publish influential research outcomes in top-tier conferences and journals.

• Honesty, trustworthiness and ethical conduct are material requirements for the responsibilities outlined above.

Required Qualifications and Skills

• Currently has, orisin the process of obtaining, amaster/PhD degree in computer science or related field.

• Publications orexpertisein computer visionapplications (e.g., object detection, segmentation),visionandmulti-modalfoundation model,data synthesis,knowledge distillation,federated learning,etc.

• Ability to communicate research in a clear and precise manner.

• Excellent analytical and programming skillsinlarge-scale deep learning.

• Familiarwith Python,Pytorch, etc.

• Experience with research communities, including having published papers at conferences,e.g.,CVPR,ICCV, ECCV,NeurIPS, ICLR, ICML,etc.

• Strong communicationand presentation skills