Computer Vision

Non-Parametric Bayesian Dictionary Learning for Sparse Image Representations NeurIPS 2009 Nonparametric Bayesian Texture Learning and Synthesis NeurIPS 2009 Occlusive Components Analysis NeurIPS 2009 On Invariance in Hierarchical Models NeurIPS 2009 On the Algorithmics and Applications of a Mixed-norm based Kernel Learning Formulation NeurIPS 2009 Region-based Segmentation and Object Detection NeurIPS 2009 Regularized Distance Metric Learning:Theory and Algorithm NeurIPS 2009 Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Matrices via Convex Optimization NeurIPS 2009 Segmenting Scenes by Matching Image Composites NeurIPS 2009 Semi-Supervised Learning in Gigantic Image Collections NeurIPS 2009 Slow, Decorrelated Features for Pretraining Complex Cell-like Networks NeurIPS 2009 Sparse and Locally Constant Gaussian Graphical Models NeurIPS 2009 Speeding up Magnetic Resonance Image Acquisition by Bayesian Multi-Slice Adaptive Compressed Sensing NeurIPS 2009 Statistical Analysis of Semi-Supervised Learning: The Limit of Infinite Unlabelled Data NeurIPS 2009 Statistical Models of Linear and Nonlinear Contextual Interactions in Early Visual Processing NeurIPS 2009 Structural inference affects depth perception in the context of potential occlusion NeurIPS 2009 Structured output regression for detection with partial truncation NeurIPS 2009 The Ordered Residual Kernel for Robust Motion Subspace Clustering NeurIPS 2009 The 'tree-dependent components' of natural scenes are edge filters NeurIPS 2009 Unsupervised Detection of Regions of Interest Using Iterative Link Analysis NeurIPS 2009 Unsupervised feature learning for audio classification using convolutional deep belief networks NeurIPS 2009 White Functionals for Anomaly Detection in Dynamical Systems NeurIPS 2009 Who’s Doing What: Joint Modeling of Names and Verbs for Simultaneous Face and Pose Annotation NeurIPS 2009 A ``Shape Aware'' Model for semi-supervised Learning of Objects and its Context NeurIPS 2008 Bayesian Experimental Design of Magnetic Resonance Imaging Sequences NeurIPS 2008