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 = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}

Differentiable Scene Graphs
Moshiko Raboh,
Roei Herzig,
Jonathan Berant,
Gal Chechik,
Amir Globerson
[pdf]
[bibtex]
@InProceedings{Raboh_2019_ICCV_Workshops,
author = {Raboh, Moshiko and Herzig, Roei and Berant, Jonathan and Chechik, Gal and Globerson, Amir},
title = {Differentiable Scene Graphs},
booktitle = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE 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 = {The IEEE International Conference on Computer Vision (ICCV) Workshops},
month = {Oct},
year = {2019}
}