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229
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CVPR
2009
IEEE
17 years 1 months ago
2009
IEEE
Active learning strategies can be useful when manual labeling
effort is scarce, as they select the most informative
examples to be annotated first. However, for visual category
...
197
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CVPR
2007
IEEE
16 years 8 months ago
2007
IEEE
This paper presents a method of learning and recognizing generic object categories using part-based spatial models. The models are multiscale, with a scene component that specifie...
172
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ICML
2009
IEEE
16 years 7 months ago
2009
IEEE
We consider the problem of estimating the policy gradient in Partially Observable Markov Decision Processes (POMDPs) with a special class of policies that are based on Predictive ...
185
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ICML
2007
IEEE
16 years 7 months ago
2007
IEEE
Kernelizing partial least squares (PLS), an algorithm which has been particularly popular in chemometrics, leads to kernel PLS which has several interesting properties, including ...
175
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ICSE
2004
IEEE-ACM
16 years 6 months ago
2004
IEEE-ACM
Software development is always a challenging undertaking and it requires high commitments from individuals who participate in it. Software development often involves new technolog...