Domain-Specific

Probabilistic Lane Estimation using Basis Curves RSS 2010 Size Matters: Metric Visual Search Constraints from Monocular Metadata NeurIPS 2010 Spatial and anatomical regularization of SVM for brain image analysis NeurIPS 2010 Structural epitome: a way to summarize one’s visual experience NeurIPS 2010 fMRI-Based Inter-Subject Cortical Alignment Using Functional Connectivity NeurIPS 2009 Learning Brain Connectivity of Alzheimer's Disease from Neuroimaging Data NeurIPS 2009 Learning from Neighboring Strokes: Combining Appearance and Context for Multi-Domain Sketch Recognition NeurIPS 2009 Speeding up Magnetic Resonance Image Acquisition by Bayesian Multi-Slice Adaptive Compressed Sensing NeurIPS 2009 Bayesian Experimental Design of Magnetic Resonance Imaging Sequences NeurIPS 2008 Fast Probabilistic Labeling of City Maps RSS 2008 Laser and Vision Based Outdoor Object Mapping RSS 2008 Model Based Vehicle Tracking for Autonomous Driving in Urban Environments RSS 2008 Multi-Sensor Lane Finding in Urban Road Networks RSS 2008 NanoNewton Force Sensing and Control in Microrobotic Cell Manipulation RSS 2008 Nonparametric sparse hierarchical models describe V1 fMRI responses to natural images NeurIPS 2008 Offline Handwriting Recognition with Multidimensional Recurrent Neural Networks NeurIPS 2008 Unconstrained On-line Handwriting Recognition with Recurrent Neural Networks NeurIPS 2007 A Probabilistic Algorithm Integrating Source Localization and Noise Suppression of MEG and EEG data NeurIPS 2006 Bayesian Image Super-resolution, Continued NeurIPS 2006 Multiple Instance Learning for Computer Aided Diagnosis NeurIPS 2006 Robotic Grasping of Novel Objects NeurIPS 2006 On Correlating Sonar Images RSS 2005 Separating a Real-Life Nonlinear Image Mixture JMLR 2005