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PAMI
2006
147views more  PAMI 2006»
13 years 10 months ago
Bayesian Gaussian Process Classification with the EM-EP Algorithm
Gaussian process classifiers (GPCs) are Bayesian probabilistic kernel classifiers. In GPCs, the probability of belonging to a certain class at an input location is monotonically re...
Hyun-Chul Kim, Zoubin Ghahramani
PAMI
2006
206views more  PAMI 2006»
13 years 10 months ago
MILES: Multiple-Instance Learning via Embedded Instance Selection
Multiple-instance problems arise from the situations where training class labels are attached to sets of samples (named bags), instead of individual samples within each bag (called...
Yixin Chen, Jinbo Bi, James Ze Wang
SCP
2008
144views more  SCP 2008»
13 years 10 months ago
Implicit ownership types for memory management
Abstract. The Real-time Specification for Java (RTSJ) introduced a range of language features for explicit memory management. While the RTSJ gives programmers fine control over mem...
Tian Zhao, Jason Baker, James Hunt, James Noble, J...
SIGCSE
2008
ACM
123views Education» more  SIGCSE 2008»
13 years 10 months ago
Cross-cultural issues in a tutored video instruction course
In this paper we discuss cultural issues encountered while offering an Algorithms course from a US university at a Chinese university using Tutored Video Instruction (TVI). TVI is...
Natalie Linnell, Richard J. Anderson, Jane Prey
IJCV
2007
163views more  IJCV 2007»
13 years 10 months ago
Semantic Modeling of Natural Scenes for Content-Based Image Retrieval
In this paper, we present a novel image representation that renders it possible to access natural scenes by local semantic description. Our work is motivated by the continuing effo...
Julia Vogel, Bernt Schiele