Research Scientist (Computer Vision)

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