ICCV 2023 Open Access Repository

1st Workshop on Scene Graphs and Graph Representation Learning

DeepCut: Unsupervised Segmentation Using Graph Neural Networks Clustering: Amit Aflalo,

Shai Bagon,

Tamar Kashti,

Yonina Eldar; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Aflalo_2023_ICCV, author = {Aflalo, Amit and Bagon, Shai and Kashti, Tamar and Eldar, Yonina}, title = {DeepCut: Unsupervised Segmentation Using Graph Neural Networks Clustering}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {32-41} }
Relational Prior Knowledge Graphs for Detection and Instance Segmentation: Osman Ülger,

Yu Wang,

Ysbrand Galama,

Sezer Karaoglu,

Theo Gevers,

Martin R. Oswald; [pdf]
[bibtex]
@InProceedings{Ulger_2023_ICCV, author = {\"Ulger, Osman and Wang, Yu and Galama, Ysbrand and Karaoglu, Sezer and Gevers, Theo and Oswald, Martin R.}, title = {Relational Prior Knowledge Graphs for Detection and Instance Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {53-61} }
Fine-Grained is Too Coarse: A Novel Data-Centric Approach for Efficient Scene Graph Generation: Maëlic Neau,

Paulo E. Santos,

Anne-Gwenn Bosser,

Cédric Buche; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Neau_2023_ICCV, author = {Neau, Ma\"elic and Santos, Paulo E. and Bosser, Anne-Gwenn and Buche, C\'edric}, title = {Fine-Grained is Too Coarse: A Novel Data-Centric Approach for Efficient Scene Graph Generation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {11-20} }
Polygon Detection for Room Layout Estimation using Heterogeneous Graphs andWireframes: David Gillsjö,

Gabrielle Flood,

Kalle Åström; [pdf] [supp]
[bibtex]
@InProceedings{Gillsjo_2023_ICCV, author = {Gillsj\"o, David and Flood, Gabrielle and \r{A}str\"om, Kalle}, title = {Polygon Detection for Room Layout Estimation using Heterogeneous Graphs andWireframes}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {1-10} }
SceneGenie: Scene Graph Guided Diffusion Models for Image Synthesis: Azade Farshad,

Yousef Yeganeh,

Yu Chi,

Chengzhi Shen,

Böjrn Ommer,

Nassir Navab; [pdf] [supp] [arXiv]
[bibtex]
@InProceedings{Farshad_2023_ICCV, author = {Farshad, Azade and Yeganeh, Yousef and Chi, Yu and Shen, Chengzhi and Ommer, B\"ojrn and Navab, Nassir}, title = {SceneGenie: Scene Graph Guided Diffusion Models for Image Synthesis}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {88-98} }
Knowledge Informed Sequential Scene Graph Verification Using VQA: Dao Thauvin,

Stéphane Herbin; [pdf] [supp]
[bibtex]
@InProceedings{Thauvin_2023_ICCV, author = {Thauvin, Dao and Herbin, St\'ephane}, title = {Knowledge Informed Sequential Scene Graph Verification Using VQA}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {21-31} }
Dynamic Scene Graph Representation for Surgical Video: Felix Holm,

Ghazal Ghazaei,

Tobias Czempiel,

Ege Özsoy,

Stefan Saur,

Nassir Navab; [pdf] [arXiv]
[bibtex]
@InProceedings{Holm_2023_ICCV, author = {Holm, Felix and Ghazaei, Ghazal and Czempiel, Tobias and \"Ozsoy, Ege and Saur, Stefan and Navab, Nassir}, title = {Dynamic Scene Graph Representation for Surgical Video}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {81-87} }
Haystack: A Panoptic Scene Graph Dataset to Evaluate Rare Predicate Classes: Julian Lorenz,

Florian Barthel,

Daniel Kienzle,

Rainer Lienhart; [pdf] [arXiv]
[bibtex]
@InProceedings{Lorenz_2023_ICCV, author = {Lorenz, Julian and Barthel, Florian and Kienzle, Daniel and Lienhart, Rainer}, title = {Haystack: A Panoptic Scene Graph Dataset to Evaluate Rare Predicate Classes}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {62-70} }
nuScenes Knowledge Graph - A Comprehensive Semantic Representation of Traffic Scenes for Trajectory Prediction: Leon Mlodzian,

Zhigang Sun,

Hendrik Berkemeyer,

Sebastian Monka,

Zixu Wang,

Stefan Dietze,

Lavdim Halilaj,

Juergen Luettin; [pdf]
[bibtex]
@InProceedings{Mlodzian_2023_ICCV, author = {Mlodzian, Leon and Sun, Zhigang and Berkemeyer, Hendrik and Monka, Sebastian and Wang, Zixu and Dietze, Stefan and Halilaj, Lavdim and Luettin, Juergen}, title = {nuScenes Knowledge Graph - A Comprehensive Semantic Representation of Traffic Scenes for Trajectory Prediction}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {42-52} }
Exploring the Road Graph in Trajectory Forecasting for Autonomous Driving: Rémy Sun,

Diane Lingrand,

Frédéric Precioso; [pdf]
[bibtex]
@InProceedings{Sun_2023_ICCV, author = {Sun, R\'emy and Lingrand, Diane and Precioso, Fr\'ed\'eric}, title = {Exploring the Road Graph in Trajectory Forecasting for Autonomous Driving}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2023}, pages = {71-80} }