6715 search results - page 195 / 1343 » Learning from a Test Set |
133
Voted
ECCV
2010
Springer
15 years 8 months ago
2010
Springer
Abstract. We address the problem of having insufficient labels in an interactive image segmentation framework, for which most current methods would fail without further user inter...
139
Voted
ICLP
2010
Springer
15 years 7 months ago
2010
Springer
Answer-set programming (ASP) is a well-known formalism for declarative problem solving, enjoying a continuously increasing number of diverse applications. However, arguably one of ...
129
Voted
IJCV
2006
15 years 3 months ago
2006
We propose a new algorithm for dense optical flow computation. Dense optical flow schemes are challenged by the presence of motion discontinuities. In state of the art optical flo...
111
Voted
IACR
2011
14 years 3 months ago
2011
A theme of recent side-channel research has been the quest for distinguishers which remain eective even when few assumptions can be made about the underlying distribution of the m...
CORR
2010
Springer
15 years 3 months ago
2010
Springer
We derive generalization bounds for learning algorithms based on their robustness: the property that if a testing sample is "similar" to a training sample, then the test...