Research Scientist (Computer Vision)

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Nanyang Technological University

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Job Summary


Salary
S$4,133 - S$7,767 / Monthly EST

Job Type
-

Seniority
Mid

Years of Experience
Information not provided

Tech Stacks
Python C PyTorch MATLAB R C++ TensorFlow

Job Description

A Corp Lab in NTU is looking for a Research Scientist to conduct research on a Vision-Language project to conduct the research on visual reasoning, vision and language, causal reasoning.

Key Responsibilities

  • Development of machine reasoning methods.
  • Development of vision-language methods for vision and language, including visual question answering, visual dialog, visual commonsense reasoning, visual captioning.
  • Development of causal reasoning tools, including causal inference, counterfactual analysis, causal discovery.
  • Development of deep learning methods and theory.
  • Development of computer vision methods.
  • Development of natural language processing methods.
  • Development of causal inference theory.

Job Requirements

  • PhD. in Computer Science, Electrical Engineering or related disciplines.
  • Minimum 3 years of related work experience.
  • At least 3 topic-related publications in top-tier journals and conferences, including CVPR, ICCV, ECCV, NeurIPS, ICML, AAAI, TPAMI, IJCV, TIP, TMM.
  • Deep understanding of the theory of Machine Learning, Deep Learning, Computer Vision and Causal Inference.
  • Experience in at least one Deep Learning framework such as Tensorflow, Pytorch, MXNet and Programming Languages such as Python, Matlab, R and/or C/C++.
  • Demonstrated project experience related to causal inference will be an advantage.
  • Good written and oral communication skills.

We regret that only shortlisted candidates will be notified.


Hiring Institution: NTU

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