Research Intern for Deep Generative Modeling

The Research Intern works with Sony AI’s Deep Generative Modeling (DGM) team, which studies deep-learning fundamentals and their practical applications. The role involves conducting original research with internal collaborators and implementing new ideas. Topics include efficient or scalable training and sampling of deep generative models; safety methods such as memorization mitigation and detection, concept erasing, and training-data attribution; and representation-learning frameworks for multimodal generative models. Research outcomes are expected to be published as academic papers. Applicants need a strong technical background in machine learning and deep learning, experience developing novel models or algorithms and reporting results as published papers, and strong analytical and programming skills for large-scale deep learning. They must also have experience in research communities, including conference publications such as NeurIPS, ICLR, ICML, or CVPR, and strong communication and presentation skills.