Core AI

Multiscale Random Fields with Application to Contour Grouping NeurIPS 2008 Recursive Segmentation and Recognition Templates for 2D Parsing NeurIPS 2008 Robust Near-Isometric Matching via Structured Learning of Graphical Models NeurIPS 2008 Shape-Based Object Localization for Descriptive Classification NeurIPS 2008 Unsupervised Learning of Visual Sense Models for Polysemous Words NeurIPS 2008 Congruence between model and human attention reveals unique signatures of critical visual events NeurIPS 2007 Estimating disparity with confidence from energy neurons NeurIPS 2007 GRIFT: A graphical model for inferring visual classification features from human data NeurIPS 2007 Learning Horizontal Connections in a Sparse Coding Model of Natural Images NeurIPS 2007 Learning the 2-D Topology of Images NeurIPS 2007 Modeling image patches with a directed hierarchy of Markov random fields NeurIPS 2007 Object Recognition by Scene Alignment NeurIPS 2007 On Sparsity and Overcompleteness in Image Models NeurIPS 2007 Predicting human gaze using low-level saliency combined with face detection NeurIPS 2007 Spatial Latent Dirichlet Allocation NeurIPS 2007 The discriminant center-surround hypothesis for bottom-up saliency NeurIPS 2007 The Distribution Family of Similarity Distances NeurIPS 2007 A Complexity-Distortion Approach to Joint Pattern Alignment NeurIPS 2006 A Nonparametric Approach to Bottom-Up Visual Saliency NeurIPS 2006 Approximate Correspondences in High Dimensions NeurIPS 2006 A Theory of Retinal Population Coding NeurIPS 2006 Balanced Graph Matching NeurIPS 2006 Clustering appearance and shape by learning jigsaws NeurIPS 2006 Clustering Under Prior Knowledge with Application to Image Segmentation NeurIPS 2006 Efficient Learning of Sparse Representations with an Energy-Based Model NeurIPS 2006