2nd Workshop on Scene Graphs and Graph Representation Learning

Segment Anything Model for Road Network Graph Extraction

Congrui Hetang,

Haoru Xue,

Cindy Le,

Tianwei Yue,

Wenping Wang,

Yihui He

[pdf] [arXiv]

[bibtex]

@InProceedings{Hetang_2024_CVPR, author = {Hetang, Congrui and Xue, Haoru and Le, Cindy and Yue, Tianwei and Wang, Wenping and He, Yihui}, title = {Segment Anything Model for Road Network Graph Extraction}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {2556-2566} }

FloCoDe: Unbiased Dynamic Scene Graph Generation with Temporal Consistency and Correlation Debiasing

Anant Khandelwal

[pdf] [arXiv]

[bibtex]

@InProceedings{Khandelwal_2024_CVPR, author = {Khandelwal, Anant}, title = {FloCoDe: Unbiased Dynamic Scene Graph Generation with Temporal Consistency and Correlation Debiasing}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {2516-2526} }

VideoSAGE: Video Summarization with Graph Representation Learning

Jose M. Rojas Chaves,

Subarna Tripathi

[pdf] [arXiv]

[bibtex]

@InProceedings{Chaves_2024_CVPR, author = {Chaves, Jose M. Rojas and Tripathi, Subarna}, title = {VideoSAGE: Video Summarization with Graph Representation Learning}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {2527-2534} }

EgoSG: Learning 3D Scene Graphs from Egocentric RGB-D Sequences

Chaoyi Zhang,

Xitong Yang,

Ji Hou,

Kris Kitani,

Weidong Cai,

Fu-Jen Chu

[pdf]

[bibtex]

@InProceedings{Zhang_2024_CVPR, author = {Zhang, Chaoyi and Yang, Xitong and Hou, Ji and Kitani, Kris and Cai, Weidong and Chu, Fu-Jen}, title = {EgoSG: Learning 3D Scene Graphs from Egocentric RGB-D Sequences}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {2535-2545} }

A Review and Efficient Implementation of Scene Graph Generation Metrics

Julian Lorenz,

Robin Schön,

Katja Ludwig,

Rainer Lienhart

[pdf]

[bibtex]

@InProceedings{Lorenz_2024_CVPR, author = {Lorenz, Julian and Sch\"on, Robin and Ludwig, Katja and Lienhart, Rainer}, title = {A Review and Efficient Implementation of Scene Graph Generation Metrics}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {2567-2575} }

Efflex: Efficient and Flexible Pipeline for Spatio-Temporal Trajectory Graph Modeling and Representation Learning

Ming Cheng,

Ziyi Zhou,

Bowen Zhang,

Ziyu Wang,

Jiaqi Gan,

Ziang Ren,

Weiqi Feng,

Yi Lyu,

Hefan Zhang,

Xingjian Diao

[pdf] [arXiv]

[bibtex]

@InProceedings{Cheng_2024_CVPR, author = {Cheng, Ming and Zhou, Ziyi and Zhang, Bowen and Wang, Ziyu and Gan, Jiaqi and Ren, Ziang and Feng, Weiqi and Lyu, Yi and Zhang, Hefan and Diao, Xingjian}, title = {Efflex: Efficient and Flexible Pipeline for Spatio-Temporal Trajectory Graph Modeling and Representation Learning}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2024}, pages = {2546-2555} }