Research Intern for 2D/3D generation

Position Title: Research Intern for 2D/3D generation Job Type: Full-time Intern Number of Openings: 4 Location: Beijing Group Introduction: The Machine Learning Group at Microsoft Research Asia drives the frontier of machine learning across theory, algorithms, and applications. Our interests span deep learning, reinforcement learning, graph learning, pre-training, learning theory, and more. We also actively explore how AI can create value in industry, empowering traditional sectors. Job Responsibilities:
  1. Improve the performance of language and multimodal large models on 2D/3D generation and understanding tasks.
  2. Publish high-quality research papers and open-source core algorithms, code, and models to expand community impact.
Qualifications:
  1. Solid background of language and multimodal models, with hands-on experience of pre-training or fine-tuning open-source models such as LLaMA or Qwen.
  2. Research experience or strong interest in one or more of the following areas: 2D image/graphic design, 3D scenes, or 3D CAD.
  3. Strong academic writing skills; prior publications in top-tier conferences (NeurIPS, ICML, ICLR, CVPR, ECCV, ICCV) are preferred.
Internship Duration Requirements: Must obtain permission from your academic advisor and commit to at least six months of internship. Please be sure to download and complete the application form (Application form link: https://aka.ms/InternApplication (opens in new tab) ) and send it along with a complete English and Chinese resume (in PDF/Word format) to: [email protected] & [email protected]. Please include «Research Intern for Machine Learning Group» in the email subject line.   岗位名称:机器学习组2D/3D生成研究实习生 工作性质:全职实习生 招聘人数:4人 工作地点:北京 组别简介: 微软亚洲研究院机器学习组从理论、算法、应用等不同层面推动机器学习的前沿。我们的研究兴趣包含:深度学习、强化学习、图学习、预训练、学习理论等。同时,我们也在积极探索人工智能在产业应用中的价值,从而为传统工业赋能。 工作职责:
  1. 提升语言大模型及多模态大模型在 2D/3D 生成与理解任务中的整体性能。
  2. 撰写高质量科研论文,并开源核心算法、代码与模型,扩大社区影响力。
任职要求:
  1. 熟练掌握语言大模型/多模态大模型原理,具备对 LLaMA、Qwen 等开源模型进行预训练或微调的实战经验。
  2. 对以下方向之一(或多项)具有研究经验或浓厚兴趣:2D图片/平面设计,3D场景,3D CAD。
  3. 具备扎实的学术写作能力;曾在 NeurIPS、ICML、ICLR、CVPR、ECCV、ICCV 等国际顶级会议发表论文者优先。
工作时间要求: 能获得导师许可并保证至少六个月的实习。 请务必下载并填写申请表(申请表链接:https://aka.ms/InternApplication (opens in new tab) )并将其与完整的中英文简历(PDF/Word形式)一同发送至: [email protected] & [email protected],邮件标题中注明:机器学习组研究实习生