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Research Intern, Generative and Protective AI – Content Creation
Xibo Open Source Digital SignageResearch Intern at Sony AI focused on ML technologies for movie, game, and music creation. Investigating algorithms and ethical operations of generative AIs.
Tech Stack
Tools & technologiesPyTorch
About the role
Key responsibilities & impact- Investigate and apply novel algorithms related to the generation and editing of video, sound, and 3D visual geometry.
- 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 with support from internal scientists and engineers.
Requirements
What you’ll need- 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.
Benefits
Comp & perks- Remote work options
- Paid overtime
ATS Keywords
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Hard Skills & Tools
Algorithm DevelopmentData AttributionMemorization DetectionConcept ErasureProblem-SolvingResearch AnalysisStatistical AnalysisMachine LearningDeep LearningVisualization Techniques
Soft Skills
Analytical SkillsCommunication SkillsPresentation Skills
Certifications
Master’s Degree in Computer ScienceMaster’s Degree in Electrical EngineeringMaster’s Degree in Applied Mathematics