Processing

Sparse Additive Matrix Factorization for Robust PCA and Its Generalization ACML 2012 Training sparse natural image models with a fast Gibbs sampler of an extended state space NeurIPS 2012 A Denoising View of Matrix Completion NeurIPS 2011 Dependent Hierarchical Beta Process for Image Interpolation and Denoising AISTATS 2011 Efficient and Effective Visual Codebook Generation Using Additive Kernels JMLR 2011 Efficient coding of natural images with a population of noisy Linear-Nonlinear neurons NeurIPS 2011 Efficient Inference in Fully Connected CRFs with Gaussian Edge Potentials NeurIPS 2011 Exploiting spatial overlap to efficiently compute appearance distances between image windows NeurIPS 2011 Facial Expression Transfer with Input-Output Temporal Restricted Boltzmann Machines NeurIPS 2011 Generalised Coupled Tensor Factorisation NeurIPS 2011 Generalized Lasso based Approximation of Sparse Coding for Visual Recognition NeurIPS 2011 Heavy-tailed Distances for Gradient Based Image Descriptors NeurIPS 2011 Hierarchical Matching Pursuit for Image Classification: Architecture and Fast Algorithms NeurIPS 2011 Higher-Order Correlation Clustering for Image Segmentation NeurIPS 2011 Learning to Agglomerate Superpixel Hierarchies NeurIPS 2011 Maximal Cliques that Satisfy Hard Constraints with Application to Deformable Object Model Learning NeurIPS 2011 Nonnegative dictionary learning in the exponential noise model for adaptive music signal representation NeurIPS 2011 Portmanteau Vocabularies for Multi-Cue Image Representation NeurIPS 2011 Probabilistic Joint Image Segmentation and Labeling NeurIPS 2011 Pylon Model for Semantic Segmentation NeurIPS 2011 Recovering Intrinsic Images with a Global Sparsity Prior on Reflectance NeurIPS 2011 Spatial distance dependent Chinese restaurant processes for image segmentation NeurIPS 2011 Visual Segmentation of Simple Objects for Robots RSS 2011 A Discriminative Latent Model of Image Region and Object Tag Correspondence NeurIPS 2010 A Primal-Dual Message-Passing Algorithm for Approximated Large Scale Structured Prediction NeurIPS 2010