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Publication search results
found 45 matches
- 2022
- Shang Sun, Dan Xu, Hao Wu, Haocong Ying, Yurui Mou:
Multi-view stereo for large-scale scene reconstruction with MRF-based depth inference. Comput. Graph. 106: 248-258 (2022) - Victor Freguglia, Nancy Lopes Garcia:
Inference Tools for Markov Random Fields on Lattices: The R Package mrf2d. J. Stat. Softw. 101(8) (2022) - 2020
- Ishant Shanu, Siddhant Bharti, Chetan Arora, S. N. Maheshwari:
An Inference Algorithm for Multi-label MRF-MAP Problems with Clique Size 100. ECCV (20) 2020: 257-274 - Chirag Pabbaraju, Po-Wei Wang, J. Zico Kolter:
Efficient semidefinite-programming-based inference for binary and multi-class MRFs. NeurIPS 2020 - Luis E. Ortiz, Boshen Wang, Ze Gong:
Correlated Equilibria for Approximate Variational Inference in MRFs. PGM 2020: 329-340 - Chirag Pabbaraju, Po-Wei Wang, J. Zico Kolter:
Efficient semidefinite-programming-based inference for binary and multi-class MRFs. CoRR abs/2012.02661 (2020) - 2019
- Alexander Bauer, Shinichi Nakajima, Nico Görnitz, Klaus-Robert Müller:
Partial Optimality of Dual Decomposition for MAP Inference in Pairwise MRFs. AISTATS 2019: 1696-1703 - Zhenhua Wang, Tong Liu, Qinfeng Shi, M. Pawan Kumar, Jianhua Zhang:
New Convex Relaxations for MRF Inference With Unknown Graphs. ICCV 2019: 9934-9942 - 2018
- Yue Yang, Xunchao Cong, Keyu Long, Yong-Jie Luo, Wei Xie, Qun Wan:
MRF model-based joint interrupted SAR imaging and coherent change detection via variational Bayesian inference. Signal Process. 151: 144-154 (2018) - Linchao Bao, Baoyuan Wu, Wei Liu:
CNN in MRF: Video Object Segmentation via Inference in a CNN-Based Higher-Order Spatio-Temporal MRF. CVPR 2018: 5977-5986 - Emanuel Laude, Jan-Hendrik Lange, Jonas Schüpfer, Csaba Domokos, Laura Leal-Taixé, Frank R. Schmidt, Bjoern Andres, Daniel Cremers:
Discrete-Continuous ADMM for Transductive Inference in Higher-Order MRFs. CVPR 2018: 1614-1624 - Ishant Shanu, Chetan Arora, S. N. Maheshwari:
Inference in Higher Order MRF-MAP Problems With Small and Large Cliques. CVPR 2018: 7883-7891 - Linchao Bao, Baoyuan Wu, Wei Liu:
CNN in MRF: Video Object Segmentation via Inference in A CNN-Based Higher-Order Spatio-Temporal MRF. CoRR abs/1803.09453 (2018) - 2017
- Alexander Bauer, Shinichi Nakajima, Nico Görnitz, Klaus-Robert Müller:
Partial Optimality of Dual Decomposition for MAP Inference in Pairwise MRFs. CoRR abs/1708.03314 (2017) - 2016
- Peng Wang, Chunhua Shen, Anton van den Hengel, Philip H. S. Torr:
Efficient Semidefinite Branch-and-Cut for MAP-MRF Inference. Int. J. Comput. Vis. 117(3): 269-289 (2016) - Ishant Shanu, Chetan Arora, Parag Singla:
Min Norm Point Algorithm for Higher Order MRF-MAP Inference. CVPR 2016: 5365-5374 - Luis E. Ortiz, Ze Gong:
Correlated Equilibria for Approximate Variational Inference in MRFs. CoRR abs/1604.02737 (2016) - 2015
- Chetan Arora, Subhashis Banerjee, Prem Kumar Kalra, S. N. Maheshwari:
Generalized Flows for Optimal Inference in Higher Order MRF-MAP. IEEE Trans. Pattern Anal. Mach. Intell. 37(7): 1323-1335 (2015) - Nicholas Ruozzi:
Exactness of Approximate MAP Inference in Continuous MRFs. NIPS 2015: 2332-2340 - 2014
- Mårten Björkman, Niklas Bergström, Danica Kragic:
Detecting, segmenting and tracking unknown objects using multi-label MRF inference. Comput. Vis. Image Underst. 118: 111-127 (2014) - Zhenhua Wang, Zhiyi Zhang, Nan Geng:
A Message Passing Algorithm for MRF Inference with Unknown Graphs and Its Applications. ACCV (4) 2014: 288-302 - Chetan Arora, Subhashis Banerjee, Prem Kumar Kalra, S. N. Maheshwari:
Fast Approximate Inference in Higher Order MRF-MAP Labeling Problems. CVPR 2014: 1338-1345 - Chetan Arora, S. N. Maheshwari:
Multi-label Generic Cuts: Optimal Inference in Multi-label Multi-clique MRF-MAP Problems. CVPR 2014: 1346-1353 - Zhiyong Liu, Hong Qiao, Jianhua Su:
MAP Inference with MRF by Graduated Non-Convexity and Concavity Procedure. ICONIP (2) 2014: 404-412 - Peng Wang, Chunhua Shen, Anton van den Hengel, Philip H. S. Torr:
Efficient Semidefinite Branch-and-Cut for MAP-MRF Inference. CoRR abs/1404.5009 (2014) - 2013
- Jianwu Dong, Feng Chen, Qiang Cheng, Song Wang:
A new criterion for choosing planar subproblems in MAP-MRF inference. Neurocomputing 120: 453-460 (2013) - Masaki Saito, Takayuki Okatani, Koichiro Deguchi:
Discrete MRF Inference of Marginal Densities for Non-uniformly Discretized Variable Space. CVPR 2013: 57-64 - Christopher Zach, Christian Häne:
Compact Relaxations for MAP Inference in Pairwise MRFs with Piecewise Linear Priors. CoRR abs/1308.3101 (2013) - 2012
- Yun Zheng, Pei Chen, Jiang-Zhong Cao:
MAP-MRF inference based on extended junction tree representation. CVPR 2012: 1696-1703 - Chetan Arora, Subhashis Banerjee, Prem Kalra, S. N. Maheshwari:
Generic Cuts: An Efficient Algorithm for Optimal Inference in Higher Order MRF-MAP. ECCV (5) 2012: 17-30
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