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Paid Internship
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46116Open Positions

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Research Intern for Deep Generative Modeling

Sony Europe
Found 2 months ago
Location
Schlieren, Switzerland
Duration (Months)
6 Months
Time
Not disclosed
Work Mode
Hybrid
Salary
Not disclosed
Visa Help
Not disclosed
Last Verified
2 months ago

Education

  • Master

Skills & Qualifications

Technical Skills

  • machine learning
  • deep learning
  • developing novel models or algorithms
  • programming skills for large-scale deep learning

Soft Skills

  • self-motivated
  • communication and presentation skills

Job Description

As a Research Intern, you will conduct novel and advanced research with internal members. You are expected to be self-motivated and have the ability to conduct and implement innovative ideas through internal collaborations. Our primary research interest include (but are not limited to): Efficient and/or scalable training/sampling of deep generative models Technologies for safe deep generative models, such as memorization mitigation/detection, concept erasing, and training data attribution Representation learning framework for multimodal generative models We expect the outcome of your research will be published as academic papers.

Requirements

  • Strong technical background in machine learning and deep learning
  • Experience in developing novel models or algorithms, with a track record of publishing papers at major conferences (e.g., NeurIPS, ICLR, ICML, CVPR, etc.)
  • Excellent analytical and programming skills for large-scale deep learning
  • Strong communication and presentation skills

Related Field

  • AI & Machine Learning

Related Subfield

  • Deep Learning

Languages

  • English

Nice to Haves

  • Diverse experience and knowledge in generative models, representation learning or general realm of deep learning
  • some experience in multiple modalities of deep learning, such as computer vision, natural language processing or audio
▶Apply Now

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