conftrace_

markov random field

303 papers

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Also known as

MRF

Co-occurring keywords

graphical model (864) map inference (130) variational inference (2069) belief propagation (177) combinatorial optimization (1039) energy minimization (121) probabilistic modeling (852) bayesian inference (1907) message passing (579) graph cut (89)

Papers

From Where and How to What We See ICCV 2013
Category-Independent Object-Level Saliency Detection ICCV 2013
Evidence Estimation for Bayesian Partially Observed MRFs AISTATS 2013
Whitened Expectation Propagation: Non-Lambertian Shape from Shading and Shadow CVPR 2013
Near-optimal Anomaly Detection in Graphs using Lovasz Extended Scan Statistic NIPS 2013
Graph-Based Optimization with Tubularity Markov Tree for 3D Vessel Segmentation CVPR 2013
Bilinear Programming for Human Activity Recognition with Unknown MRF Graphs CVPR 2013
Layer Depth Denoising and Completion for Structured-Light RGB-D Cameras CVPR 2013
Nonlinearly Constrained MRFs: Exploring the Intrinsic Dimensions of Higher-Order Cliques CVPR 2013
Multi-source Multi-scale Counting in Extremely Dense Crowd Images CVPR 2013
Discrete MRF Inference of Marginal Densities for Non-uniformly Discretized Variable Space CVPR 2013
Global MAP-Optimality by Shrinking the Combinatorial Search Area with Convex Relaxation NIPS 2013
Revisiting Depth Layers from Occlusions CVPR 2013
Computing the M Most Probable Modes of a Graphical Model AISTATS 2013
Towards Efficient and Exact MAP-Inference for Large Scale Discrete Computer Vision Problems via Combinatorial Optimization CVPR 2013
Video Co-segmentation for Meaningful Action Extraction ICCV 2013
On the Complexity and Approximation of Binary Evidence in Lifted Inference NIPS 2013
Subproblem-Tree Calibration: A Unified Approach to Max-Product Message Passing ICML 2013
Nonparametric Mixture of Gaussian Processes with Constraints ICML 2013
Slice Sampling Particle Belief Propagation ICCV 2013
Projecting Ising Model Parameters for Fast Mixing NIPS 2013
A Comparative Study of Modern Inference Techniques for Discrete Energy Minimization Problems CVPR 2013
Plane-Based Content Preserving Warps for Video Stabilization CVPR 2013
High-Dimensional Structured Feature Screening Using Binary Markov Random Fields AISTATS 2012
Randomized Optimum Models for Structured Prediction AISTATS 2012