Research Associate
2 days ago
Young and research-intensive, Nanyang Technological University, Singapore (NTU Singapore) is ranked among the world’s top universities. NTU’s College of Computing and Data Science (CCDS) is a leading college that is known for its excellent curriculum, outstanding and impactful research, and world-renowned faculty. Today, we are ranked #2 for AI and Computer Science by US News Best Global Universities; and #8 for Data Science and AI by QS World University Ranking.
A hot bed of cutting-edge technology and groundbreaking research, the College aims to groom the next generation of leaders, thinkers, and innovators to thrive in the digital age. Located in the heart of Asia, NTU’s College of Computing and Data Science is an ‘exciting place to learn and grow'. We welcome you to join our community of faculty, students and alumni who are shaping the future of AI, Data Science and Computing.
Key Responsibilities:
The Research Associate will work on a Vision-Language project to conduct the research on visual reasoning, vision and language, causal reasoning. The role of this position includes:
- Development of visual reasoning methods for vision and language, including visual question answering, visual dialog, visual commonsense reasoning, visual captioning, object detection, video analysis.- Development of causal reasoning tools, including causal inference, counterfactual analysis, 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 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.
Hiring Institution: NTU
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