Research Associate

1 week ago

Singapore Nanyang Technological University Singapore Full time

Join to apply for the Research Associate (Computer Engineering/Computer Science/Electronics Engineering)role at Nanyang Technological University Singapore . NTU's College of Computing and Data Science (CCDS) is acclaimed for its curriculum, research, and faculty. It is ranked #2 for AI and Computer Science by US News and #8 for Data Science and AI by QS. The College invites applications for the position of Research Associate, focusing on a Vision‐Language project investigating visual reasoning, vision and language, and causal reasoning. Key Responsibilities Development of visual reasoning methods for vision and language, including visual question answering, visual dialog, visual commonsense reasoning, visual captioning, object detection, and video analysis. Development of causal reasoning tools, including causal inference, counterfactual analysis, and causal discovery. Development of deep learning methods on computer vision. Job Requirements Preferably Master in Computer Engineering, Computer Science, Electronics Engineering or equivalent Minimum 3 years of related work experience. At least 1 topic‐related publication 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. #J-18808-Ljbffr

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