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ICML
2009
IEEE
15 years 12 months ago
Optimal reverse prediction: a unified perspective on supervised, unsupervised and semi-supervised learning
Training principles for unsupervised learning are often derived from motivations that appear to be independent of supervised learning. In this paper we present a simple unificatio...
Linli Xu, Martha White, Dale Schuurmans
75
Voted
ICML
2003
IEEE
15 years 12 months ago
Learning with Knowledge from Multiple Experts
The use of domain knowledge in a learner can greatly improve the models it produces. However, high-quality expert knowledge is very difficult to obtain. Traditionally, researchers...
Matthew Richardson, Pedro Domingos
ISBI
2004
IEEE
15 years 12 months ago
A Template-Propagation Method for Segmentation of Filamentous Structures in Electron Tomograms
We report a method for semi-automated segmentation of extended features such as filamentous structures in electron tomograms. We present an application of this method for the auto...
Sriram Subramaniam, Peijun Zhang, David Germain, T...
75
Voted
ISBI
2006
IEEE
15 years 12 months ago
Tracking of the mitral valve leaflet in echocardiography images
This paper presents a semi-automatic method for the segmentation and the tracking of the mitral valve leaflet in transesophageal echocardiography. We use two connected active cont...
Jocelyne Troccaz, Olivier Chavanon, Sébasti...
POPL
2006
ACM
15 years 11 months ago
Hybrid type checking
Traditional static type systems are very effective for verifying basic interface specifications, but are somewhat limited in the kinds specificationsthey support. Dynamically-chec...
Cormac Flanagan