Leonid Sigal

Scalable and Efficient Multimodal Visual Understanding and Generation

Principal investigators: Sigal, Leonid

Keywords: computer vision; machine learning; neural networks; representation and deep learning; multi-modal (visual+language) learning; generative modeling; image and video understanding; recognition, detection and segmentation; weakly- and semi-supervised learning; structured learning

Multi-Modal Perceptual Systems for Sport Analytics

Principal investigators: Mohammadi, Arash A

Keywords: big data analytics; computer vision; deep learning; machine learning; signal/image processing

Advanced Machine Learning Training Network (AML-TN)

Principal investigators: Wood, Frank FD

Keywords: artificial intelligence; computer vision; differential privacy; human-centered ai; inference; kernel methods; machine learning; natural language processing; optimization; probabilistic programming

Automatic Assessment of Aortic Stenosis with Point of Care Ultrasound

Principal investigators: Abolmaesumi, Purang; Tsang, Michael Y; Tsang, Teresa S

Keywords: Aortic Stenosis; Echocardiography; Machine Learning; Point-Of-Care Imaging; Ultrasound Imaging

Computer Vision and Machine Learning

Principal investigators: Sigal, Leonid

Keywords: Computer Vision; Machine Learning; Image and Video Understanding; Multimodal (Vision + Sound + Language) Learning; Deep Learning; Structured Prediction Models; Generative Models; Human Pose Estimation; Data-efficient (zero-, few-, weak-supervision) Learning ; Semantic Recognition

UBC ML Computational Cluster

Principal investigators: Wood, Frank

Web-Scale Semantic Image and Video Understanding

Principal investigators: Sigal, Leonid

Web-Scale Semantic Image and Video Understanding

Principal investigators: Sigal, Leonid

Canada Research Chair in Computer Vision and Machine Learning

Principal investigators: Sigal, Leonid

Canada Research Chair in Computer Vision and Machine Learning

Principal investigators: Sigal, Leonid