Knowledge Graph和CV结合的相关论文合集
Scene Graph Generation with External Knowledge and Image Reconstruction
- 发表：CVPR 2019
- 论文：https://arxiv.org/abs/1904.00560
Bridging Knowledge Graphs to Generate Scene Graphs
- 发表：ECCV 2020
- 论文：https://arxiv.org/abs/2001.02314
- 代码：https://github.com/alirezazareian/gbnet
Learning Visual Commonsense for Robust Scene Graph Generation
- 发表：ECCV 2020
- 论文：https://arxiv.org/abs/2006.09623
Image-embodied Knowledge Representation Learning
- 发表：IJCAI 2017
- 论文：https://www.ijcai.org/Proceedings/2017/0438.pdf
Visual Translation Embedding Network for Visual Relation Detection
- 发表：CVPR 2017
- 论文：https://openaccess.thecvf.com/content_cvpr_2017/papers/Zhang_Visual_Translation_Embedding_CVPR_2017_paper.pdf
Representation Learning for Scene Graph Completion via Jointly Structural and Visual Embedding
- 发表：IJCAI 2018
- 论文：https://www.ijcai.org/Proceedings/2018/0132.pdf
Embedding Multimodal Relational Data for Knowledge Base Completion
- 发表：EMNLP 2018
- 论文：https://arxiv.org/abs/1809.01341
- 代码：https://github.com/pouyapez/mkbe
Adaptive Co-Attention Network for Named Entity Recognition in Tweets
- 发表：AAAI 2018
- 论文：https://www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/view/16432
- 代码：https://github.com/jlfu/NERmultimodal
Zeroshot Multimodal Named Entity Disambiguation for Noisy Social Media Posts
- 发表：ACL 2018
- 论文：https://www.aclweb.org/anthology/P18-1186/
Semantic Visual Entity Linking based on Multimodal Learning ACM MM 2020
- 发表：ACM MM 2020
IMGpedia: A Linked Dataset with Content-Based Analysis of Wikimedia Images
- 发表：ISWC 2017
- 论文：https://link.springer.com/chapter/10.1007/978-3-319-68204-4_8
- 数据：https://figshare.com/articles/dataset/IMGpedia_Dataset/4991099/2
MMKG: Multi-Modal Knowledge Graphs
- 发表：ESWC 2019
- 论文：https://arxiv.org/abs/1903.05485
- 代码：https://github.com/nle-ml/mmkb
- 数据：https://zenodo.org/record/1245698
Richpedia: A Comprehensive Multi-Modal Knowledge Graph