Scene Graph Representation and Learning

Visual Relationships as Functions:Enabling Few-Shot Scene Graph Prediction

Apoorva Dornadula,

Austin Narcomey,

Ranjay Krishna,

Michael Bernstein,

Fei-Fei Li

[pdf]

[bibtex]

@InProceedings{Dornadula_2019_ICCV_Workshops,
author = {Dornadula, Apoorva and Narcomey, Austin and Krishna, Ranjay and Bernstein, Michael and Li, Fei-Fei},
title = {Visual Relationships as Functions:Enabling Few-Shot Scene Graph Prediction},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Spatial Residual Layer and Dense Connection Block Enhanced Spatial Temporal Graph Convolutional Network for Skeleton-Based Action Recognition

Cong Wu,

Xiao-Jun Wu,

Josef Kittler

[pdf]

[bibtex]

@InProceedings{Wu_2019_ICCV_Workshops,
author = {Wu, Cong and Wu, Xiao-Jun and Kittler, Josef},
title = {Spatial Residual Layer and Dense Connection Block Enhanced Spatial Temporal Graph Convolutional Network for Skeleton-Based Action Recognition},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Detecting Visual Relationships Using Box Attention

Alexander Kolesnikov,

Alina Kuznetsova,

Christoph Lampert,

Vittorio Ferrari

[pdf]

[bibtex]

@InProceedings{Kolesnikov_2019_ICCV_Workshops,
author = {Kolesnikov, Alexander and Kuznetsova, Alina and Lampert, Christoph and Ferrari, Vittorio},
title = {Detecting Visual Relationships Using Box Attention},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Attention-Translation-Relation Network for Scalable Scene Graph Generation

Nikolaos Gkanatsios,

Vassilis Pitsikalis,

Petros Koutras,

Petros Maragos

[pdf]

[bibtex]

@InProceedings{Gkanatsios_2019_ICCV_Workshops,
author = {Gkanatsios, Nikolaos and Pitsikalis, Vassilis and Koutras, Petros and Maragos, Petros},
title = {Attention-Translation-Relation Network for Scalable Scene Graph Generation},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

SynthRel0: Towards a Diagnostic Dataset for Relational Representation Learning

Daniel Dorda,

Moin Nabi

[pdf]

[bibtex]

@InProceedings{Dorda_2019_ICCV_Workshops,
author = {Dorda, Daniel and Nabi, Moin},
title = {SynthRel0: Towards a Diagnostic Dataset for Relational Representation Learning},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Scene Graph Prediction with Limited Labels

Vincent Chen,

Paroma Varma,

Ranjay Krishna,

Michael Bernstein,

Christophe Re,

Li Fei Fei

[pdf]

[bibtex]

@InProceedings{Chen_2019_ICCV_Workshops,
author = {Chen, Vincent and Varma, Paroma and Krishna, Ranjay and Bernstein, Michael and Re, Christophe and Fei Fei, Li},
title = {Scene Graph Prediction with Limited Labels},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Triplet-Aware Scene Graph Embeddings

Brigit Schroeder,

Subarna Tripathi,

Hanlin Tang

[pdf]

[bibtex]

@InProceedings{Schroeder_2019_ICCV_Workshops,
author = {Schroeder, Brigit and Tripathi, Subarna and Tang, Hanlin},
title = {Triplet-Aware Scene Graph Embeddings},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

A Topological Graph-Based Representation for Denoising Low Quality Binary Images

Catherine Potts,

Liping Yang,

Diane Oyen,

Brendt Wohlberg

[pdf]

[bibtex]

@InProceedings{Potts_2019_ICCV_Workshops,
author = {Potts, Catherine and Yang, Liping and Oyen, Diane and Wohlberg, Brendt},
title = {A Topological Graph-Based Representation for Denoising Low Quality Binary Images},
booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}