2nd YouTube-8M Large-Scale Video Understanding Workshop


The 2nd YouTube-8M Large-Scale Video Understanding Challenge
Joonseok Lee,
Apostol (Paul) Natsev,
Walter Reade,
Rahul Sukthankar,
George Toderici
[pdf]
[bibtex]
@InProceedings{Lee_2018_ECCV_Workshops},
author = {Lee, Joonseok and (Paul) Natsev, Apostol and Reade, Walter and Sukthankar, Rahul and Toderici, George},
title = {The 2nd YouTube-8M Large-Scale Video Understanding Challenge},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

NeXtVLAD: An Efficient Neural Network to Aggregate Frame-level Features for Large-scale Video Classification
Rongcheng Lin,
Jing Xiao,
Jianping Fan
[pdf]
[bibtex]
@InProceedings{Lin_2018_ECCV_Workshops},
author = {Lin, Rongcheng and Xiao, Jing and Fan, Jianping},
title = {NeXtVLAD: An Efficient Neural Network to Aggregate Frame-level Features for Large-scale Video Classification},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Non-local NetVLAD Encoding for Video Classification
Yongyi Tang,
Xing Zhang,
Lin Ma,
Jingwen Wang,
Shaoxiang Chen,
Yu-Gang Jiang
[pdf]
[bibtex]
@InProceedings{Tang_2018_ECCV_Workshops},
author = {Tang, Yongyi and Zhang, Xing and Ma, Lin and Wang, Jingwen and Chen, Shaoxiang and Jiang, Yu-Gang},
title = {Non-local NetVLAD Encoding for Video Classification},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Learnable Pooling Methods for Video Classification
Sebastian Kmiec,
Juhan Bae,
Ruijian An
[pdf]
[bibtex]
@InProceedings{Kmiec_2018_ECCV_Workshops},
author = {Kmiec, Sebastian and Bae, Juhan and An, Ruijian},
title = {Learnable Pooling Methods for Video Classification},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Constrained-size Tensorflow Models for YouTube-8M Video Understanding Challenge
Tianqi Liu,
Bo Liu
[pdf]
[bibtex]
@InProceedings{Liu_2018_ECCV_Workshops},
author = {Liu, Tianqi and Liu, Bo},
title = {Constrained-size Tensorflow Models for YouTube-8M Video Understanding Challenge},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Label Denoising with Large Ensembles of Heterogeneous Neural Networks
Pavel Ostyakov,
Elizaveta Logacheva,
Roman Suvorov,
Vladimir Aliev,
Gleb Sterkin,
Oleg Khomenko,
Sergey I. Nikolenko
[pdf]
[bibtex]
@InProceedings{Ostyakov_2018_ECCV_Workshops},
author = {Ostyakov, Pavel and Logacheva, Elizaveta and Suvorov, Roman and Aliev, Vladimir and Sterkin, Gleb and Khomenko, Oleg and Nikolenko, Sergey I.},
title = {Label Denoising with Large Ensembles of Heterogeneous Neural Networks},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Hierarchical Video Frame Sequence Representation with Deep Convolutional Graph Network
Feng Mao,
Xiang Wu,
Hui Xue,
Rong Zhang
[pdf]
[bibtex]
@InProceedings{Mao_2018_ECCV_Workshops},
author = {Mao, Feng and Wu, Xiang and Xue, Hui and Zhang, Rong},
title = {Hierarchical Video Frame Sequence Representation with Deep Convolutional Graph Network},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Training compact deep learning models for video classification using circulant matrices
Alexandre Araujo,
Benjamin Negrevergne,
Yann Chevaleyre,
Jamal Atif
[pdf]
[bibtex]
@InProceedings{Araujo_2018_ECCV_Workshops},
author = {Araujo, Alexandre and Negrevergne, Benjamin and Chevaleyre, Yann and Atif, Jamal},
title = {Training compact deep learning models for video classification using circulant matrices},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Towards Good Practices for Multi-modal Fusion in Large-scale Video Classification
Jinlai Liu,
Zehuan Yuan,
Changhu Wang
[pdf]
[bibtex]
@InProceedings{Liu_2018_ECCV_Workshops},
author = {Liu, Jinlai and Yuan, Zehuan and Wang, Changhu},
title = {Towards Good Practices for Multi-modal Fusion in Large-scale Video Classification},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Building a Size Constrained Predictive Model for Video Classification
Miha Skalic,
David Austin
[pdf]
[bibtex]
@InProceedings{Skalic_2018_ECCV_Workshops},
author = {Skalic, Miha and Austin, David},
title = {Building a Size Constrained Predictive Model for Video Classification},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Temporal Attention Mechanism with Conditional Inference for Large-Scale Multi-Label Video Classification
Eun-Sol Kim,
Kyoung-Woon On,
Jongseok Kim,
Yu-Jung Heo,
Seong-Ho Choi,
Hyun-Dong Lee,
Byoung-Tak Zhang
[pdf]
[bibtex]
@InProceedings{Kim_2018_ECCV_Workshops},
author = {Kim, Eun-Sol and On, Kyoung-Woon and Kim, Jongseok and Heo, Yu-Jung and Choi, Seong-Ho and Lee, Hyun-Dong and Zhang, Byoung-Tak},
title = {Temporal Attention Mechanism with Conditional Inference for Large-Scale Multi-Label Video Classification},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Approach for Video Classification with Multi-label on YouTube-8M Dataset
Kwangsoo Shin,
Junhyeong Jeon,
Seungbin Lee,
Boyoung Lim,
Minsoo Jeong,
Jongho Nang
[pdf]
[bibtex]
@InProceedings{Shin_2018_ECCV_Workshops},
author = {Shin, Kwangsoo and Jeon, Junhyeong and Lee, Seungbin and Lim, Boyoung and Jeong, Minsoo and Nang, Jongho},
title = {Approach for Video Classification with Multi-label on YouTube-8M Dataset},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Learning Video Features for Multi-Label Classification
Shivam Garg
[pdf]
[bibtex]
@InProceedings{Garg_2018_ECCV_Workshops},
author = {Garg, Shivam},
title = {Learning Video Features for Multi-Label Classification},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}

Large-Scale Video Classification with Feature Space Augmentation coupled with Learned Label Relations and Ensembling
Choongyeun Cho,
Benjamin Antin,
Sanchit Arora,
Shwan Ashrafi,
Peilin Duan,
Dang The Huynh,
Lee James,
Hang Tuan Nguyen,
Mojtaba Solgi,
Cuong Van Than
[pdf]
[bibtex]
@InProceedings{Cho_2018_ECCV_Workshops},
author = {Cho, Choongyeun and Antin, Benjamin and Arora, Sanchit and Ashrafi, Shwan and Duan, Peilin and The Huynh, Dang and James, Lee and Tuan Nguyen, Hang and Solgi, Mojtaba and Van Than, Cuong},
title = {Large-Scale Video Classification with Feature Space Augmentation coupled with Learned Label Relations and Ensembling},
booktitle = {The European Conference on Computer Vision (ECCV) Workshops},
month = {September},
year = {2018}
}