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.