A formal connection betwen deep learning and optimization leads to (faster than) real time sparse and low rank modeling and coding.
Sparse similarity-preserving hashing
Using a feed-forward network to learn high dimensional sparse hashing codes for multimodal data.
Sparse modeling of intrinsic correspondences
Sparse modeling meets shape correspondence.
Information, Child Mental Health, and Society
Video analysis tools for the assesment of child mental health
Target detection in deep brain stimulation
Automatic shape prediction of the STN/GPi in clinical low-field (1.5T) MRI exploiting structures from ultrahigh-field (7T) MRI.
Image processing for deep brain stimulation
Segmentation system of the basal ganglia and thalamus exploiting the superior image quality of ultrahigh-field (7T) MRI.
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