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ECCV
2004
Springer
14 years 11 months ago
Classifying Materials from Their Reflectance Properties
We explore the possibility of recognizing the surface material from a single image with unknown illumination, given the shape of the surface. Model-based PCA is used to create a lo...
Peter Nillius, Jan-Olof Eklundh
ICML
2007
IEEE
14 years 10 months ago
The matrix stick-breaking process for flexible multi-task learning
In multi-task learning our goal is to design regression or classification models for each of the tasks and appropriately share information between tasks. A Dirichlet process (DP) ...
Ya Xue, David B. Dunson, Lawrence Carin
ICML
2006
IEEE
14 years 10 months ago
Nightmare at test time: robust learning by feature deletion
When constructing a classifier from labeled data, it is important not to assign too much weight to any single input feature, in order to increase the robustness of the classifier....
Amir Globerson, Sam T. Roweis
CHI
2008
ACM
14 years 10 months ago
One-handed touchscreen input for legacy applications
Supporting one-handed thumb operation of touchscreenbased mobile devices presents a challenging tradeoff between visual expressivity and ease of interaction. ThumbSpace and Shift-...
Amy K. Karlson, Benjamin B. Bederson
CHI
2008
ACM
14 years 10 months ago
The buzz: supporting user tailorability in awareness applications
Information awareness applications offer the exciting potential to help people to better manage the data they encounter on a routine basis, but customizing these applications is a...
James R. Eagan, John T. Stasko