Research Fellow (Electrical Engineering/Computer Science/Information Science)
11 months ago
The School of Computer Science and Engineering (SCSE) invites applications for the position of Research Fellow. The Research Fellow will work on a Vis..
The School of Computer Science and Engineering (SCSE) invites applications for the position of Research Fellow. The Research Fellow will work 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.
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