Develop and evaluate machine-learning algorithms, use behavioral and customer data to propose value, build prototype applications, collaborate with business teams, and publish research.
About this role
This research internship sits within Sony AI’s Deep Generative Modeling team, which studies deep-learning fundamentals and their practical applications across Sony’s businesses, including potential use in film, games, and music production. The work is research-oriented and is expected to produce publishable academic results.
The intern will investigate efficient or scalable training and sampling for deep generative models, safety methods such as memorization mitigation, concept erasing, and training-data attribution, and representation learning for multimodal generative models. The role involves developing and implementing novel models or algorithms for large-scale deep learning and reporting the results.
Applicants must have a strong technical background in machine learning and deep learning, excellent analytical and programming skills, and experience developing novel models or algorithms. The posting also requires research-community experience, including published conference papers, along with strong communication and presentation skills.
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