Impress employers and recruiters.
Choose from hundreds of resume examples.
Impress employers and recruiters.
Choose from hundreds of resume examples.
Target Resume Now
About the Role
Sony AI's Deep Generative Modeling (DGM) team focuses on deep learning fundamentals and their applications for Sony's business. This role offers opportunities to develop cutting-edge, large-scale AI models through internal collaborations, with potential applications in film, game, and music production worldwide.
Responsibilities
- Conduct novel and advanced research with internal members.
- Implement innovative ideas through internal collaborations.
- Research efficient and/or scalable training/sampling of deep generative models.
- Develop technologies for safe deep generative models, including memorization mitigation/detection, concept erasing, and training data attribution.
- Explore representation learning frameworks for multimodal generative models.
- Publish research outcomes as academic papers.
Requirements
- Strong technical background in machine learning and deep learning.
- Experience developing novel models or algorithms and reporting results as published papers.
- Excellent analytical and programming skills for large-scale deep learning.
- Experience with research communities, including publishing papers at conferences (e.g., NeurIPS, ICLR, ICML, CVPR).
- Strong communication and presentation skills.
- At least one professional reference with contact information will be requested prior to the interview.
Skills
- Machine learning
- Deep learning
- Generative models
- Representation learning
- Computer vision
- Natural language processing
- Audio processing
Location
- Tokyo
Work Type
- Internship
- English-speaking environment
Experience Level
- Research Intern
About the Company
- Sony AI's Deep Generative Modeling (DGM) team delves into deep learning fundamentals and their practical applications for integration with Sony's business.