Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)

Computer Vision

Researchers working in the field of computer vision develop algorithms which automatically analyze visual data to extract useful knowledge. MBZUAI researchers work across multiple sub-areas of computer vision, including but not limited to facial and object recognition, object detection, counting and segmentation, image and video captioning, bio-metric security, medical imaging, image colorization and enhancement, object tracking, action recognition and video understanding. Computer Vision (CV) has important applications in augmented and virtual reality, autonomous cars, service robots, bio-metrics and forensics, remote sensing and smart cities.

Machine Learning

Machine Learning researchers working at MBZUAI investigate the development of algorithms which can improve automated cognition, perception, and action with experience by observations. Our researchers focus on both fundamental and applied research in Machine Learning. This can be used for many enterprise applications (such as business intelligence and analytics), effective web search, robotics, smart cities, and understanding of the human genome.

Natural Language Processing (NLP)

NLP enables computers to communicate with people using everyday language. Large language models (LLMs), in particular, are key drivers of language-based interaction, potentially including extra data modalities such as structured data or images. Such systems also enable sophisticated tasks such as language translation, semantic understanding, text summarisation, and natural language dialogue. Applications of NLP include interactive speech-based applications, automated translators, digital personal assistants, and chatbots. The NLP department at MBZUAI will continue to be a driving force in shaping the next generation of NLP technologies.

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