Research Intern on Generative and Protective AI for… at Sony · Remote

Summary: Sony Corporation of America is the U.S. headquarters of Sony Group Corporation, known for its extensive entertainment offerings. They are seeking research interns passionate about ML-based technologies for movie, game, and music creation, focusing on ethical operations of generative AIs and the development of innovative technologies for various Sony Group products. 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 Required Qualifications: - 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 Preferred Qualifications: - Currently enrolled in a relevant Ph.D. program in fields such as Computer Science, Electrical Engineering, Applied Mathematics, or related disciplines Required Skills: Generative AI applications, Deep learning, Computer vision, Audio signal processing Important Skills: PyTorch, TensorBoard, Research publication Nice-to-Have Skills: Analytical skills, Programming skills