Inference for Probabilistic Graphical Models (PGMs)


Supervised Hierarchical Dirichlet Processes with Variational Inference
Cheng Zhang,
Carl Henrik Ek,
Xavi Gratal,
Florian T. Pokorny,
Hedvig Kjellstrom
[pdf]
[bibtex]
@InProceedings{Zhang_2013_ICCV_Workshops,
author = {Zhang, Cheng and Henrik Ek, Carl and Gratal, Xavi and Pokorny, Florian T. and Kjellstrom, Hedvig},
title = {Supervised Hierarchical Dirichlet Processes with Variational Inference},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {December},
year = {2013}
}

Video Object Segmentation by Salient Segment Chain Composition
Dan Banica,
Alexandru Agape,
Adrian Ion,
Cristian Sminchisescu
[pdf]
[bibtex]
@InProceedings{Banica_2013_ICCV_Workshops,
author = {Banica, Dan and Agape, Alexandru and Ion, Adrian and Sminchisescu, Cristian},
title = {Video Object Segmentation by Salient Segment Chain Composition},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {December},
year = {2013}
}

Getting Feasible Variable Estimates from Infeasible Ones: MRF Local Polytope Study
Bogdan Savchynskyy,
Stefan Schmidt
[pdf]
[bibtex]
@InProceedings{Savchynskyy_2013_ICCV_Workshops,
author = {Savchynskyy, Bogdan and Schmidt, Stefan},
title = {Getting Feasible Variable Estimates from Infeasible Ones: MRF Local Polytope Study},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {December},
year = {2013}
}

Infinite Latent Conditional Random Fields
Yun Jiang,
Ashutosh Saxena
[pdf]
[bibtex]
@InProceedings{Jiang_2013_ICCV_Workshops,
author = {Jiang, Yun and Saxena, Ashutosh},
title = {Infinite Latent Conditional Random Fields},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {December},
year = {2013}
}

Superpixel Coherency and Uncertainty Models for Semantic Segmentation
Seungryul Baek,
Taegyu Lim,
Yong Seok Heo,
Sungbum Park,
Hantak Kwak,
Woosung Shim
[pdf]
[bibtex]
@InProceedings{Baek_2013_ICCV_Workshops,
author = {Baek, Seungryul and Lim, Taegyu and Seok Heo, Yong and Park, Sungbum and Kwak, Hantak and Shim, Woosung},
title = {Superpixel Coherency and Uncertainty Models for Semantic Segmentation},
booktitle = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {December},
year = {2013}
}