内容创作生成与保护AI研究实习生
Research Intern on Generative and Protective AI for Content Creation
索尼企业技术中心美国分部是索尼AI的一个远程分布式组织，分布于美国和加拿大。索尼AI是索尼的新研究机构，致力于利用人工智能释放人类创造力。索尼AI与索尼的其他业务部门紧密合作，包括索尼互动娱乐有限责任公司、索尼影业娱乐公司和索尼音乐娱乐公司。目前全球有约9亿台索尼设备在用户手中和家中，以及众多索尼电影、电视剧和音乐，以及PlayStation网络，索尼为地球上比任何人都多的人创造了更多娱乐体验。了解更多：
职位概述
索尼AI正在寻找对基于机器学习的技术充满热情的研究实习生，这些技术可用于电影、游戏和音乐创作，以及生成式AI的伦理操作技术。我们的使命是研究和开发适用于索尼集团产品的技术，并用于科学出版。实习期间开发的技术有可能应用于全球娱乐工作室的电影、游戏和音乐制作。
职责
作为研究实习生，您将研究并应用与以下内容相关的创新算法：
视频、声音和3D视觉几何（包括3D人体运动）的生成和编辑。
生成模型中的伦理缺陷分析与缓解，包括记忆检测与缓解技术、概念擦除和数据归属。
您的目标是将研究成果发表在顶级会议中。您需要具备自我驱动力，并能够运用您的研究、编码和解决问题技能来实现创新想法。您将在内部科学家和工程师的支持下开展工作。
所需资格
- 计算机科学、电子工程、应用数学或相关领域的硕士学位。
- 在生成式AI应用方面有实际知识和专长，包括深度生成建模、计算机视觉和音频信号处理。
- 在深度学习方面有强大的分析和编程能力，使用机器学习框架和工具（如PyTorch）以及可视化工具（如TensorBoard）。
- 有研究社区经验，包括在顶级会议如CVPR、ICCV、ECCV、NeurIPS、ICLR和ICML上发表论文。
- 优秀的沟通和演示能力。
优先资格
- 目前在读
查看英文原文
Sony Corporate Technology Center America, a branch of Sony AI, is a remotely distributed organization spread across the U.S. and Canada. Sony AI is Sony’s new research organization pursuing the mission to use AI to unleash human creativity. Sony AI works closely with Sony’s other business units, including Sony Interactive Entertainment LLC., Sony Pictures Entertainment Inc., and Sony Music Entertainment. With some 900 million Sony devices in hands and homes worldwide today, a vast array of Sony movies, television shows and music, and the PlayStation Network, Sony creates and delivers more entertainment experiences to more people than anyone else on earth. To learn more:
Position Summary
Sony AI is seeking research interns who are passionate about ML-based technologies that are useful inmovie,game, and music creation, as well as technologies for the ethical operations of generative AIs. Our mission is to research and develop technologies for various Sony Group products and for scientific publication. The technologies developed during the internship will have the potential to be applied in film,game, and music production across entertainment studios worldwide.
Responsibilities
As a research intern, you will investigate and apply novel algorithms related to:
The generation and editing of video, sound, and 3D visual geometry (including 3D human motion).
The analysis and alleviation of ethical flaws in generative models, including techniques for memorization detection and mitigation, concept erasure, and data attribution.
Your goal will be to publish your findingsina top-tier conference. You are expected to be self-motivated andto implementinnovative ideas using your research, coding, and problem-solving skills. You will receive support from internal scientists and engineers in your efforts.
Required Qualifications
- Master’s degree in Computer Science, Electrical Engineering, Applied Mathematics, or related fields.
- Proven knowledge andexpertisein 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
- Currentlyenrolled in a relevant Ph.D. program in fields such as Computer Science, Electrical Engineering, Applied Mathematics, or related disciplines.
Working Location
Location flexible (Tokyo, NYC, remote)
The target hourly rate for this internship is $50.00 per hour. The individual will be paid hourly and eligible for overtime.
All qualified applicants will receive consideration for employment without regard to any basis protected by applicable federal, state, or local law, ordinance, or regulation.
Disability Accommodation for Applicants to Sony Corporation of America Sony Corporation of America provides reasonable accommodation for qualified individuals with disabilities and disabled veterans in job application procedures. For reasonable accommodation requests, please contact us by email at or by mail to: Sony Corporation of America, People Experience Department, 25 Madison Avenue, New York, NY 10010. Please indicate the position you are applying for.
We are aware that unauthorized individuals or organizations may attempt to solicit personal information or payments from job applicants by impersonating our company through fraudulent job postings. We take these matters seriously but cannot control third-party websites. To protect your personal information, please verify that any job posting you respond to also appears on our official Careers page: . Please also be advised that we never request personal identifying information (such as Social Security numbers, bank details, or copies of identification documents) during the initial stages of our application process. If you have any doubts about the authenticity of a job posting or communication, please contact before submitting any information.
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Originally posted on Himalayas