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Researcher in AI and Machine Learning Interpretability

1 week ago

Singapore NTU (Nanyang Technology University- Main Office-HR) Full time

Nanyang Technological University's DTC is seeking a researcher to contribute to the development of trust technologies.

About the Role

We aim to explore the interpretation of vision-language models, which process and understand text and images.

This involves analyzing how visual tokens are processed in the language model component, including the localization of object information, the evolution of visual token representations across layers, and the integration of visual information for predictions.

  • Analyzing complex interactions between visual and linguistic information.
  • Collaborating with researchers to design prototypes.
  • Designing and building tools to support technology transfer.
  • Writing technical documentation and papers on trust technologies testing.
  • Engaging global partners and researchers.
Requirements
  • Bachelor's or Master's degree in computer science or a related field.
  • Strong analytical and problem-solving skills.
  • Effective communication of complex technical concepts.
  • Ability to work independently in a fast-paced environment.
  • Strong collaborative skills.
  • Attention to detail and commitment to quality deliverables.
  • Understanding of AI research ethics and best practices.