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136
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ICIP
2009
IEEE
15 years 9 days ago
Expanded bag of words representation for object classification
Currently, the bag of visual words (BOW) representation has received wide applications in object categorization. However, the BOW representation ignores the dependency relationshi...
Tinglin Liu, Jing Liu, Qingshan Liu, Hanqing Lu
ICMLA
2009
15 years 9 days ago
Learning Parameters for Relational Probabilistic Models with Noisy-Or Combining Rule
Languages that combine predicate logic with probabilities are needed to succinctly represent knowledge in many real-world domains. We consider a formalism based on universally qua...
Sriraam Natarajan, Prasad Tadepalli, Gautam Kunapu...
108
Voted
IFIP
2009
Springer
15 years 8 days ago
A User Interface for a Game-Based Protocol Verification Tool
We present a platform that allows a protocol researcher to specify the sequence of games from an initial protocol to a protocol where the security property under consideration can ...
Peeter Laud, Ilja Tsahhirov
138
Voted
CVPR
2011
IEEE
14 years 11 months ago
Learning to Recognize Objects in Egocentric Activities
This paper addresses the problem of learning object models from egocentric video of household activities, using extremely weak supervision. For each activity sequence, we know onl...
Alireza Fathi, Xiaofeng Ren, James Rehg
161
Voted
ANNS
2010
14 years 9 months ago
Search Space Restriction of Neuro-evolution through Constrained Modularization of Neural Networks
Evolving recurrent neural networks for behavior control of robots equipped with larger sets of sensors and actuators is difficult due to the large search spaces that come with the ...
Christian W. Rempis, Frank Pasemann