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 = {Proceedings of 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 = {Proceedings of 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 = {Proceedings of 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 = {Proceedings of 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 = {Proceedings of the IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {December},
year = {2013}
}