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To explore whether the conscious options or eye movements of human beings are influenced by bottom-up saliency, both theoretical and experimental analysis are presented in this paper. In the first experiment, the subjects are required to indicate most interesting regions of test pictures in the scene. In the second experiment, the subjects are required to look around test pictures in the scene. Then,...
Multi-task learning utilizes labeled data from other ldquosimilarrdquo tasks and can achieve efficient knowledge-sharing between tasks. Previous research mainly focused on multi-task learning for linear regression. In this paper, a novel Bayesian multi-task learning model for non-linear regression, i.e. HiRBF, is proposed. HiRBF is constructed under a hierarchical Bayesian framework. In the model...
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