conftrace_

map estimation

43 papers

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Co-occurring keywords

maximum a posteriori (88) image restoration (1517) message passing (579) image deblurring (190) markov random field (303) graphical model (864) bayesian inference (1907) variational inference (2069) linear programming relaxation (40) maximum a posteriori estimation (12)

Papers

Integrating Reweighted Least Squares with Plug-and-Play Diffusion Priors for Noisy Image Restoration AAAI 2026
Mind the Map! Accounting for Existing Maps When Estimating Online HDMaps from Sensors WACV 2025
Inverse Problems with Diffusion Models: A MAP Estimation Perspective WACV 2025
VQ-Map: Bird's-Eye-View Map Layout Estimation in Tokenized Discrete Space via Vector Quantization NIPS 2024
Backward Filtering Forward Deciding in Linear Non-Gaussian State Space Models AISTATS 2024
Prototypes-oriented Transductive Few-shot Learning with Conditional Transport ICCV 2023
Restoration based Generative Models ICML 2023
Learning Spatially-Variant MAP Models for Non-Blind Image Deblurring CVPR 2021
Instance-Optimal Compressed Sensing via Posterior Sampling ICML 2021
Deep Gaussian Scale Mixture Prior for Spectral Compressive Imaging CVPR 2021
Efficient semidefinite-programming-based inference for binary and multi-class MRFs NIPS 2020
DeepMapping: Unsupervised Map Estimation From Multiple Point Clouds CVPR 2019
Reflective and Fluorescent Separation Under Narrow-Band Illumination CVPR 2019
Dichromatic Model Based Temporal Color Constancy for AC Light Sources CVPR 2019
Noise-Blind Image Deblurring CVPR 2017
Discriminative Learning of Iteration-Wise Priors for Blind Deconvolution CVPR 2015
MAP Disparity Estimation Using Hidden Markov Trees ICCV 2015
A Bayesian Framework For the Local Configuration of Retinal Junctions CVPR 2014
Dual online inference for latent Dirichlet allocation ACML 2014
Revisiting Bayesian Blind Deconvolution JMLR 2014
Analysis of Empirical MAP and Empirical Partially Bayes: Can They be Alternatives to Variational Bayes? AISTATS 2014
Interval Tracker: Tracking by Interval Analysis CVPR 2014
Unnatural L0 Sparse Representation for Natural Image Deblurring CVPR 2013
Approximate Gaussian process inference for the drift function in stochastic differential equations NIPS 2013
Dual-Space Analysis of the Sparse Linear Model NIPS 2012