Semantic Compositional Learning for Low-shot Scene Graph Generation

19 August 2021

Tao He

Lianli Gao

Jingkuan Song

Jianfei Cai

Yuan-Fang Li

CoGe

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Papers citing "Semantic Compositional Learning for Low-shot Scene Graph Generation"

27 / 27 papers shown

Title
Tackling the Unannotated: Scene Graph Generation with Bias-Reduced Models Tong Wang Selen Pehlivan Jorma T. Laaksonen 68 34 0 18 Aug 2020
Visual Compositional Learning for Human-Object Interaction Detection Zhi Hou Xiaojiang Peng Yu Qiao Dacheng Tao VLM 71 182 0 24 Jul 2020
Learning Visual Commonsense for Robust Scene Graph Generation Alireza Zareian Zhecan Wang Haoxuan You Shih-Fu Chang 70 311 0 17 Jun 2020
Learning from the Scene and Borrowing from the Rich: Tackling the Long Tail in Scene Graph Generation Tao He Lianli Gao Jingkuan Song Jianfei Cai Yuan-Fang Li 36 31 0 13 Jun 2020
GPS-Net: Graph Property Sensing Network for Scene Graph Generation Xin Lin Changxing Ding Jinquan Zeng Dacheng Tao 83 278 0 29 Mar 2020
Unbiased Scene Graph Generation from Biased Training Kaihua Tang Yulei Niu Jianqiang Huang Jiaxin Shi Hanwang Zhang CML 63 689 0 27 Feb 2020
Bridging Knowledge Graphs to Generate Scene Graphs Alireza Zareian Svebor Karaman Shih-Fu Chang 48 210 0 07 Jan 2020
Image Deformation Meta-Networks for One-Shot Learning Z. Chen Yanwei Fu Yu-Xiong Wang Lin Ma Wei Liu M. Hebert 51 218 0 28 May 2019
Knowledge-Embedded Routing Network for Scene Graph Generation Tianshui Chen Weihao Yu Riquan Chen Liang Lin GNN 73 374 0 08 Mar 2019
LaSO: Label-Set Operations networks for multi-label few-shot learning Amit Alfassy Leonid Karlinsky Amit Aides J. Shtok Sivan Harary Rogerio Feris Raja Giryes A. Bronstein 78 117 0 26 Feb 2019
MONet: Unsupervised Scene Decomposition and Representation Christopher P. Burgess Loic Matthey Nicholas Watters Rishabh Kabra I. Higgins M. Botvinick Alexander Lerchner OCL 62 523 0 22 Jan 2019
Auto-Encoding Scene Graphs for Image Captioning Xu Yang Kaihua Tang Hanwang Zhang Jianfei Cai 125 698 0 06 Dec 2018
Learning to Compose Dynamic Tree Structures for Visual Contexts Kaihua Tang Hanwang Zhang Baoyuan Wu Wenhan Luo Wen Liu 61 497 0 05 Dec 2018
Exploring Visual Relationship for Image Captioning Ting Yao Yingwei Pan Yehao Li Tao Mei 68 830 0 19 Sep 2018
Graph R-CNN for Scene Graph Generation Jianwei Yang Jiasen Lu Stefan Lee Dhruv Batra Devi Parikh GNN 93 839 0 01 Aug 2018
Mapping Images to Scene Graphs with Permutation-Invariant Structured Prediction Roei Herzig Moshiko Raboh Gal Chechik Jonathan Berant Amir Globerson GNN OCL 56 133 0 15 Feb 2018
Neural Motifs: Scene Graph Parsing with Global Context Rowan Zellers Mark Yatskar Sam Thomson Yejin Choi GNN 76 992 0 17 Nov 2017
Pixels to Graphs by Associative Embedding Alejandro Newell Jia Deng GNN VOS 63 232 0 22 Jun 2017
Detecting Visual Relationships with Deep Relational Networks Bo Dai Yuqi Zhang Dahua Lin GNN 85 501 0 11 Apr 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 307 27,018 0 20 Mar 2017
Visual Translation Embedding Network for Visual Relation Detection Hanwang Zhang Zawlin Kyaw Shih-Fu Chang Tat-Seng Chua ViT 211 560 0 27 Feb 2017
Scene Graph Generation by Iterative Message Passing Danfei Xu Yuke Zhu Chris Choy Li Fei-Fei GNN 3DV 64 1,214 0 10 Jan 2017
Graph-Structured Representations for Visual Question Answering Damien Teney Lingqiao Liu Anton Van Den Hengel GNN NAI 87 419 0 19 Sep 2016
Visual Relationship Detection with Language Priors Cewu Lu Ranjay Krishna Michael S. Bernstein Li Fei-Fei VLM 60 1,137 0 31 Jul 2016
Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations Ranjay Krishna Yuke Zhu Oliver Groth Justin Johnson Kenji Hata ... Yannis Kalantidis Li Li David A. Shamma Michael S. Bernstein Fei-Fei Li 175 5,706 0 23 Feb 2016
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 421 61,900 0 04 Jun 2015
VQA: Visual Question Answering Aishwarya Agrawal Jiasen Lu Stanislaw Antol Margaret Mitchell C. L. Zitnick Dhruv Batra Devi Parikh CoGe 155 5,421 0 03 May 2015