2nd International Workshop on Compact and Efficient Feature Representation and Learning in Computer Vision


Multi-style Generative Network for Real-time Transfer
Hang Zhang,
Kristin Dana
[pdf]
[bibtex]
@InProceedings{Zhang_2018_ECCV_Workshops},
author = {Zhang, Hang and Dana, Kristin},
title = {Multi-style Generative Network for Real-time Transfer},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Frustratingly Easy Trade-off Optimization between Single-Stage and Two-Stage Deep Object Detectors
Petru Soviany,
Radu Tudor Ionescu
[pdf]
[bibtex]
@InProceedings{Soviany_2018_ECCV_Workshops},
author = {Soviany, Petru and Tudor Ionescu, Radu},
title = {Frustratingly Easy Trade-off Optimization between Single-Stage and Two-Stage Deep Object Detectors},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Targeted Kernel Networks: Faster Convolutions with Attentive Regularization
Kashyap Chitta
[pdf]
[bibtex]
@InProceedings{Chitta_2018_ECCV_Workshops},
author = {Chitta, Kashyap},
title = {Targeted Kernel Networks: Faster Convolutions with Attentive Regularization},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Small Defect Detection Using Convolutional Neural Network Features and Random Forests
Xinghui Dong,
Chris J. Taylor,
Tim F. Cootes
[pdf]
[bibtex]
@InProceedings{Dong_2018_ECCV_Workshops},
author = {Dong, Xinghui and Taylor, Chris J. and Cootes, Tim F.},
title = {Small Defect Detection Using Convolutional Neural Network Features and Random Forests},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Compact Deep Aggregation for Set Retrieval
Yujie Zhong,
Relja Arandjelovic,
Andrew Zisserman
[pdf]
[bibtex]
@InProceedings{Zhong_2018_ECCV_Workshops},
author = {Zhong, Yujie and Arandjelovic, Relja and Zisserman, Andrew},
title = {Compact Deep Aggregation for Set Retrieval},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Adversarial Network Compression
Vasileios Belagiannis,
Azade Farshad,
Fabio Galasso
[pdf]
[bibtex]
@InProceedings{Belagiannis_2018_ECCV_Workshops},
author = {Belagiannis, Vasileios and Farshad, Azade and Galasso, Fabio},
title = {Adversarial Network Compression},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Target Aware Network Adaptation for Efficient Representation Learning
Yang Zhong,
Vladimir Li,
Ryuzo Okada,
Atsuto Maki
[pdf]
[bibtex]
@InProceedings{Zhong_2018_ECCV_Workshops},
author = {Zhong, Yang and Li, Vladimir and Okada, Ryuzo and Maki, Atsuto},
title = {Target Aware Network Adaptation for Efficient Representation Learning},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Learning CCA Representations for Misaligned Data
Hichem Sahbi
[pdf]
[bibtex]
@InProceedings{Sahbi_2018_ECCV_Workshops},
author = {Sahbi, Hichem},
title = {Learning CCA Representations for Misaligned Data},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Learning Relationship-aware Visual Features
Nicola Messina,
Giuseppe Amato,
Fabio Carrara,
Fabrizio Falchi,
Claudio Gennaro
[pdf]
[bibtex]
@InProceedings{Messina_2018_ECCV_Workshops},
author = {Messina, Nicola and Amato, Giuseppe and Carrara, Fabio and Falchi, Fabrizio and Gennaro, Claudio},
title = {Learning Relationship-aware Visual Features},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

DNN Feature Map Compression using Learned Representation over GF(2)
Denis Gudovskiy,
Alec Hodgkinson,
Luca Rigazio
[pdf]
[bibtex]
@InProceedings{Gudovskiy_2018_ECCV_Workshops},
author = {Gudovskiy, Denis and Hodgkinson, Alec and Rigazio, Luca},
title = {DNN Feature Map Compression using Learned Representation over GF(2)},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

LBP-Motivated Colour Texture Classification
Raquel Bello-Cerezo,
Paul Fieguth,
Francesco Bianconi
[pdf]
[bibtex]
@InProceedings{Bello-Cerezo_2018_ECCV_Workshops},
author = {Bello-Cerezo, Raquel and Fieguth, Paul and Bianconi, Francesco},
title = {LBP-Motivated Colour Texture Classification},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Discriminative Feature Selection by Optimal Manifold Search for Neoplastic Image Recognition
Hayato Itoh,
Yuichi Mori,
Masashi Misawa,
Masahiro Oda,
Shin-Ei Kudo,
Kensaku Mori
[pdf]
[bibtex]
@InProceedings{Itoh_2018_ECCV_Workshops},
author = {Itoh, Hayato and Mori, Yuichi and Misawa, Masashi and Oda, Masahiro and Kudo, Shin-Ei and Mori, Kensaku},
title = {Discriminative Feature Selection by Optimal Manifold Search for Neoplastic Image Recognition},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Fast, Visual and Interactive Semi-supervised Dimensionality Reduction
Dimitris Spathis,
Nikolaos Passalis,
Anastasios Tefas
[pdf]
[bibtex]
@InProceedings{Spathis_2018_ECCV_Workshops},
author = {Spathis, Dimitris and Passalis, Nikolaos and Tefas, Anastasios},
title = {Fast, Visual and Interactive Semi-supervised Dimensionality Reduction },
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Efficient texture retrieval using multiscale local extrema descriptors and covariance embedding
Minh-Tan Pham
[pdf]
[bibtex]
@InProceedings{Pham_2018_ECCV_Workshops},
author = {Pham, Minh-Tan},
title = {Efficient texture retrieval using multiscale local extrema descriptors and covariance embedding},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Extended non-local feature for visual saliency detection in low contrast images
Xin Xu,
Jie Wang
[pdf]
[bibtex]
@InProceedings{Xu_2018_ECCV_Workshops},
author = {Xu, Xin and Wang, Jie},
title = {Extended non-local feature for visual saliency detection in low contrast images},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Incomplete Multi-view Clustering via Graph Regularized Matrix Factorization
Jie Wen,
Zheng Zhang,
Yong Xu,
Zuofeng Zhong
[pdf]
[bibtex]
@InProceedings{Wen_2018_ECCV_Workshops},
author = {Wen, Jie and Zhang, Zheng and Xu, Yong and Zhong, Zuofeng},
title = {Incomplete Multi-view Clustering via Graph Regularized Matrix Factorization},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

GA-based Filter Selection for Representation in Convolutional Neural Networks
Junbong Kim,
Minki Lee,
Jongeun Choi,
Kisung Seo
[pdf]
[bibtex]
@InProceedings{Kim_2018_ECCV_Workshops},
author = {Kim, Junbong and Lee, Minki and Choi, Jongeun and Seo, Kisung},
title = {GA-based Filter Selection for Representation in Convolutional Neural Networks},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Active Descriptor Learning for Feature Matching
Aziz Kocanaogullari,
Esra Ataer-Cansizoglu
[pdf]
[bibtex]
@InProceedings{Kocanaogullari_2018_ECCV_Workshops},
author = {Kocanaogullari, Aziz and Ataer-Cansizoglu, Esra},
title = {Active Descriptor Learning for Feature Matching},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

A Joint Generative Model for Zero-Shot Learning
Rui Gao,
Xingsong Hou,
Jie Qin,
Li Liu,
Fan Zhu,
Zhao Zhang
[pdf]
[bibtex]
@InProceedings{Gao_2018_ECCV_Workshops},
author = {Gao, Rui and Hou, Xingsong and Qin, Jie and Liu, Li and Zhu, Fan and Zhang, Zhao},
title = {A Joint Generative Model for Zero-Shot Learning},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}