1st Multimodal Learning and Applications Workshop

Boosting LiDAR-based Semantic Labeling by Cross-Modal Training Data Generation

Florian Piewak,

Peter Pinggera,

Manuel Schafer,

David Peter,

Beate Schwarz,

Nick Schneider,

Markus Enzweiler,

David Pfeiffer,

Marius Zollner

[pdf] [arXiv]

[bibtex]

@InProceedings{Piewak_2018_ECCV_Workshops},
author = {Piewak, Florian and Pinggera, Peter and Schafer, Manuel and Peter, David and Schwarz, Beate and Schneider, Nick and Enzweiler, Markus and Pfeiffer, David and Zollner, Marius},
title = {Boosting LiDAR-based Semantic Labeling by Cross-Modal Training Data Generation},
booktitle = {Proceedings of the European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Learning to Learn from Web Data through Deep Semantic Embeddings

Raul Gomez,

Lluis Gomez,

Jaume Gibert,

Dimosthenis Karatzas

[pdf] [arXiv]

[bibtex]

@InProceedings{Gomez_2018_ECCV_Workshops},
author = {Gomez, Raul and Gomez, Lluis and Gibert, Jaume and Karatzas, Dimosthenis},
title = {Learning to Learn from Web Data through Deep Semantic Embeddings},
booktitle = {Proceedings of the European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Learning from Barcelona Instagram data what Locals and Tourists post about its Neighbourhoods

Raul Gomez,

Lluis Gomez,

Jaume Gibert,

Dimosthenis Karatzas

[pdf] [arXiv]

[bibtex]

@InProceedings{Gomez_2018_ECCV_Workshops},
author = {Gomez, Raul and Gomez, Lluis and Gibert, Jaume and Karatzas, Dimosthenis},
title = {Learning from Barcelona Instagram data what Locals and Tourists post about its Neighbourhoods},
booktitle = {Proceedings of the European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

A Structured Listwise Approach to Learning to Rank for Image Tagging

Jorge Sanchez,

Franco Luque,

Leandro Lichtensztein

[pdf]

[bibtex]

@InProceedings{Sanchez_2018_ECCV_Workshops},
author = {Sanchez, Jorge and Luque, Franco and Lichtensztein, Leandro},
title = {A Structured Listwise Approach to Learning to Rank for Image Tagging},
booktitle = {Proceedings of the European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Visually Indicated Sound Generation by Perceptually Optimized Classification

Kan Chen,

Chuanxi Zhang,

Chen Fang,

Zhaowen Wang,

Trung Bui,

Ram Nevatia

[pdf]

[bibtex]

@InProceedings{Chen_2018_ECCV_Workshops},
author = {Chen, Kan and Zhang, Chuanxi and Fang, Chen and Wang, Zhaowen and Bui, Trung and Nevatia, Ram},
title = {Visually Indicated Sound Generation by Perceptually Optimized Classification},
booktitle = {Proceedings of the European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

CentralNet: a Multilayer Approach for Multimodal Fusion

Valentin Vielzeuf,

Alexis Lechervy,

Stephane Pateux,

Frederic Jurie

[pdf] [arXiv]

[bibtex]

@InProceedings{Vielzeuf_2018_ECCV_Workshops},
author = {Vielzeuf, Valentin and Lechervy, Alexis and Pateux, Stephane and Jurie, Frederic},
title = {CentralNet: a Multilayer Approach for Multimodal Fusion},
booktitle = {Proceedings of the European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Where and What Am I Eating? Image-based Food Menu Recognition

Marc Bola nos,

Marc Valdivia,

Petia Radeva

[pdf]

[bibtex]

@InProceedings{nos_2018_ECCV_Workshops},
author = {Bola nos, Marc and Valdivia, Marc and Radeva, Petia},
title = {Where and What Am I Eating? Image-based Food Menu Recognition},
booktitle = {Proceedings of the European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

ThermalGAN: Multimodal Color-to-Thermal Image Translation for Person Re-Identification in Multispectral Dataset

Vladimir V. Kniaz,

Vladimir A. Knyaz,

Jiri Hladuvka,

Walter G. Kropatsch,

Vladimir Mizginov

[pdf]

[bibtex]

@InProceedings{Kniaz_2018_ECCV_Workshops},
author = {Kniaz, Vladimir V. and Knyaz, Vladimir A. and Hladuvka, Jiri and Kropatsch, Walter G. and Mizginov, Vladimir},
title = {ThermalGAN: Multimodal Color-to-Thermal Image Translation for Person Re-Identification in Multispectral Dataset},
booktitle = {Proceedings of the European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Visual-Semantic Alignment Across Domains Using a Semi-Supervised Approach

Angelo Carraggi,

Marcella Cornia,

Lorenzo Baraldi,

Rita Cucchiara

[pdf]

[bibtex]

@InProceedings{Carraggi_2018_ECCV_Workshops},
author = {Carraggi, Angelo and Cornia, Marcella and Baraldi, Lorenzo and Cucchiara, Rita},
title = {Visual-Semantic Alignment Across Domains Using a Semi-Supervised Approach},
booktitle = {Proceedings of the European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Generalized Bayesian Canonical Correlation Analysis with Missing Modalities

Toshihiko Matsuura,

Kuniaki Saito,

Yoshitaka Ushiku,

Tatsuya Harada

[pdf]

[bibtex]

@InProceedings{Matsuura_2018_ECCV_Workshops},
author = {Matsuura, Toshihiko and Saito, Kuniaki and Ushiku, Yoshitaka and Harada, Tatsuya},
title = {Generalized Bayesian Canonical Correlation Analysis with Missing Modalities},
booktitle = {Proceedings of the European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Unpaired Thermal to Visible Spectrum Transfer using Adversarial Training

Adam Nyberg,

Abdelrahman Eldesokey,

David Bergstrom,

David Gustafsson

[pdf] [arXiv]

[bibtex]

@InProceedings{Nyberg_2018_ECCV_Workshops},
author = {Nyberg, Adam and Eldesokey, Abdelrahman and Bergstrom, David and Gustafsson, David},
title = {Unpaired Thermal to Visible Spectrum Transfer using Adversarial Training},
booktitle = {Proceedings of the European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}