Optimization and sampling algorithms
Continuous time series models, latent variable models and structured prediction
Kernel methods, large scale supervised and semi-supervised methods
Human motion sensing (3D reconstruction, action recognition) in video with an emphasis on the cognitively relevant, monocular-limit case
Image segmentation
Object recognition and localization