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MM
2010
ACM
132views Multimedia» more  MM 2010»
15 years 7 months ago
One person labels one million images
Targeting the same objective of alleviating the manual work as automatic annotation, in this paper, we propose a novel framework with minimal human effort to manually annotate a l...
Jinhui Tang, Qiang Chen, Shuicheng Yan, Tat-Seng C...
201
Voted
CVPR
2010
IEEE
15 years 7 months ago
Learning kernels for variants of normalized cuts: Convex relaxations and applications
We propose a new algorithm for learning kernels for variants of the Normalized Cuts (NCuts) objective – i.e., given a set of training examples with known partitions, how should ...
Lopamudra Mukherjee, Vikas Singh, Jiming Peng, Chr...
SIGIR
2010
ACM
15 years 7 months ago
A joint probabilistic classification model for resource selection
Resource selection is an important task in Federated Search to select a small number of most relevant information sources. Current resource selection algorithms such as GlOSS, COR...
Dzung Hong, Luo Si, Paul Bracke, Michael Witt, Tim...
196
Voted
SPAA
2010
ACM
15 years 7 months ago
Buffer-space efficient and deadlock-free scheduling of stream applications on multi-core architectures
We present a scheduling algorithm of stream programs for multi-core architectures called team scheduling. Compared to previous multi-core stream scheduling algorithms, team schedu...
JongSoo Park, William J. Dally
152
Voted
AAI
2008
93views more  AAI 2008»
15 years 7 months ago
Adaptive Machine Learning in Delayed Feedback Domains by Selective Relearning
We present a novel hybrid technique for improving the predictive performance of an online Machine Learning system: Combining advantages from both memory based and concept based pr...
Marcus-Christopher Ludl, Achim Lewandowski, Georg ...