Browsing by Author "Liao, X"
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Adaptive temporal compressive sensing for video
Yuan, X; Yang, J; Llull, P; Liao, X; Sapiro, G; Brady, DJ; Carin, L (2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings, 2013-12-01)This paper introduces the concept of adaptive temporal compressive sensing (CS) for video. We propose a CS algorithm to adapt the compression ratio based on the scene's temporal complexity, computed from the compressed data, ... -
Cross-Domain Multitask Learning with Latent Probit Models
Han, S; Liao, X; Carin, LLearning multiple tasks across heterogeneous domains is a challenging problem since the feature space may not be the same for different tasks. We assume the data in multiple tasks are generated from a latent common domain ...