Literature survey of scene graphs
- VRD [Paper]
- Visual Relationship Detection with Language Priors, ECCV, 2016.
Cewu Lu, Ranjay Krishna, Michael Bernstein, Li Fei-Fei
- Visual Relationship Detection with Language Priors, ECCV, 2016.
- Visual Genome [Paper]
- Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations, ECCV, 2016.
Ranjay Krishna, Yuke Zhu, Oliver Groth, Justin Johnson, Kenji Hata, Joshua Kravitz, Stephanie Chen, Yannis Kalantidis, Li-Jia Li, David A. Shamma, Michael S. Bernstein, Fei-Fei Li
- Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations, ECCV, 2016.
- UnRel [Paper]
- Weakly-supervised learning of visual relations, ICCV, 2017.
Julia Peyre, Josef Sivic, Ivan Laptev, Cordelia Schmid
- Weakly-supervised learning of visual relations, ICCV, 2017.
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VRD [Paper]
- Visual Relationship Detection with Language Priors, ECCV, 2016.
Cewu Lu, Ranjay Krishna, Michael Bernstein, Li Fei-Fei
- Visual Relationship Detection with Language Priors, ECCV, 2016.
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DR-Net [Paper]
- Detecting Visual Relationships with Deep Relational Networks, CVPR, 2017.
Bo Dai, Yuqi Zhang, Dahua Lin
- Detecting Visual Relationships with Deep Relational Networks, CVPR, 2017.
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SGGen [Paper]
- Scene Graph Generation by Iterative Message Passing, CVPR, 2017. Danfei Xu, Yuke Zhu, Christopher B. Choy, Li Fei-Fei
- Image Generation from Scene Graphs (CVPR '18)
- code
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VRL [Paper]
- Deep Variation-Structured Reinforcement Learning for Visual Relationship and Attribute Detection, CVPR, 2017.
Xiaodan Liang, Lisa Lee, Eric P. Xing
- Deep Variation-Structured Reinforcement Learning for Visual Relationship and Attribute Detection, CVPR, 2017.
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RPN [Paper]
- Relationship Proposal Networks, CVPR, 2017.
Ji Zhang, Mohamed Elhoseiny, Scott Cohen, Walter Chang, Ahmed Elgammal
- Relationship Proposal Networks, CVPR, 2017.
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CMN [Paper]
- Modeling Relationships in Referential Expressions With Compositional Modular Networks, CVPR, 2017.
Ronghang Hu, Marcus Rohrbach, Jacob Andreas, Trevor Darrell, Kate Saenko
- Modeling Relationships in Referential Expressions With Compositional Modular Networks, CVPR, 2017.
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ViP-CNN [Paper]
- ViP-CNN: Visual Phrase Guided Convolutional Neural Network, CVPR, 2017.
Yikang Li, Wanli Ouyang, Xiaogang Wang, Xiao'ou Tang
- ViP-CNN: Visual Phrase Guided Convolutional Neural Network, CVPR, 2017.
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VTransE [Paper]
- Visual Translation Embedding Network for Visual Relation Detection, CVPR, 2017.
Hanwang Zhang, Zawlin Kyaw, Shih-Fu Chang, Tat-Seng Chua
- Visual Translation Embedding Network for Visual Relation Detection, CVPR, 2017.
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MSDN [Paper]
- Scene Graph Generation From Objects, Phrases and Region Captions, ICCV, 2017.
Yikang Li, Wanli Ouyang, Bolei Zhou, Kun Wang, Xiaogang Wang - code
- Scene Graph Generation From Objects, Phrases and Region Captions, ICCV, 2017.
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Image-Language Cues [Paper]
- Phrase Localization and Visual Relationship Detection With Comprehensive Image-Language Cues, ICCV, 2017.
Bryan A. Plummer, Arun Mallya, Christopher M. Cervantes, Julia Hockenmaier, Svetlana Lazebnik
- Phrase Localization and Visual Relationship Detection With Comprehensive Image-Language Cues, ICCV, 2017.
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LK Distillation [Paper]
- Visual Relationship Detection With Internal and External Linguistic Knowledge Distillation, ICCV, 2017.
Ruichi Yu, Ang Li, Vlad I. Morariu, Larry S. Davis
- Visual Relationship Detection With Internal and External Linguistic Knowledge Distillation, ICCV, 2017.
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TFR [Paper]
- Tensorize, Factorize and Regularize: Robust Visual Relationship Learning, CVPR, 2018.
Seong Jae Hwang, Sathya N. Ravi, Zirui Tao, Hyunwoo J. Kim, Maxwell D. Collins, Vikas Singh
- Tensorize, Factorize and Regularize: Robust Visual Relationship Learning, CVPR, 2018.
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SSAS [Paper]
- Referring Relationships, CVPR, 2018.
Ranjay Krishna, Ines Chami, Michael Bernstein, Li Fei-Fei
- Referring Relationships, CVPR, 2018.
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Factorizable Net [Paper]
- Factorizable Net: An Efficient Subgraph-based Framework for Scene Graph Generation
- code
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** NA ** [Paper]
- Image Retrieval using Scene Graphs
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a [Paper] *