[Remote] Research Intern on Generative and Protective AI for Content Creation
Note: The job is a remote job and is open to candidates in USA. Sony AI America is a research organization focused on leveraging AI to enhance human creativity across various entertainment sectors. They are seeking research interns to explore ML-based technologies for movie, game, and music creation, as well as ethical operations of generative AIs, with the goal of publishing findings in top-tier conferences.
Responsibilities
- Investigate and apply novel algorithms related to the generation and editing of video, sound, and 3D visual geometry (including 3D human motion)
- Analyze and alleviate ethical flaws in generative models, including techniques for memorization detection and mitigation, concept erasure, and data attribution
- Publish findings in a top-tier conference
- Implement innovative ideas using research, coding, and problem-solving skills
Skills
- Master's degree in Computer Science, Electrical Engineering, Applied Mathematics, or related fields
- Proven knowledge and expertise in generative AI applications, including deep generative modeling, computer vision, and audio signal processing
- Strong analytical and programming skills in deep learning using frameworks and tools for machine learning (e.g., PyTorch) and visualization (e.g., TensorBoard)
- Experience in research communities, including published papers at top-tier conferences such as CVPR, ICCV, ECCV, NeurIPS, ICLR, and ICML
- Excellent communication and presentation skills
- Currently enrolled in a relevant Ph.D. program in fields such as Computer Science, Electrical Engineering, Applied Mathematics, or related disciplines
Benefits
- Eligible for overtime
- Reasonable accommodation for qualified individuals with disabilities and disabled veterans in job application procedures
Company Overview
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