Principal Researcher
Singapore-CapitaSky
Tencent
腾讯于1998年11月成立,是一家互联网公司,通过技术丰富互联网用户的生活,助力企业数字化升级。我们的使命是“用户为本 科技向善”。Founded in 1998, Tencent is an Internet-based platform company using technology to enrich the lives of Internet users and assist the digital upgrade of enterprises. Our mission...- Research and optimize content generation models (text, image, audio, 3D models, etc.) to address challenges such as generation quality, diversity, controllability, and efficiency.
- Aim to improve user experience and production effectiveness, and support the productization of algorithms.
- Conduct algorithm training and optimization in areas such as image generation, multi-modal large models, and few-shot learning.
- Based on inhouse products and business needs, improve the performance and experience of AI painting, text generation, and video generation through: Prompt optimization / Generation model R&D / Adapter development / Performance acceleration which also includes resolving algorithm bottlenecks when applying models in real business scenarios.
- Address the industrial deployment of multimodal generative models and actively explore model design and optimization in an R&D context.
- PhD (preferably fulltime) in Computer Science, Artificial Intelligence, Mathematics, or related fields.
- Solid foundation in computer vision or machine learning algorithms; candidates with publications in top conferences or journals are preferred.
- Proficient in machine learning and deep learning fundamentals, and familiar with mainstream AIGC frameworks, including GAN, VAE, VQGAN, Diffusion models, etc.
- Familiar with generation model extensions such as ControlNet, LoRA, and Text Inversion.
- Familiar with multi-modal models like CLIP, ERNIE-ViL, and other transformer-based cross-modal representation models. Hands-on experience in NLP, multi-modal learning, or AI-generated content is a strong plus.
- Strong learning ability, clear logical thinking, excellent communication skills, and a high level of curiosity.
- Good teamwork and interpersonal communication skills.
As an equal opportunity employer, we firmly believe that diverse voices fuel our innovation and allow us to better serve our users and the community. We foster an environment where every employee of Tencent feels supported and inspired to achieve individual and common goals.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Computer Science Computer Vision ControlNet Deep Learning Diffusion models Engineering Generative modeling Industrial LoRA Machine Learning Mathematics Model design NLP Open Source PhD R R&D Research
Perks/benefits: Conferences
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