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Graph R-CNN for Scene Graph Generation

Graph R-CNN for Scene Graph Generation

1 August 2018
Jianwei Yang
Jiasen Lu
Stefan Lee
Dhruv Batra
Devi Parikh
    GNN
ArXiv (abs)PDFHTML

Papers citing "Graph R-CNN for Scene Graph Generation"

50 / 255 papers shown
Title
NODIS: Neural Ordinary Differential Scene Understanding
NODIS: Neural Ordinary Differential Scene Understanding
Cong Yuren
H. Ackermann
Wentong Liao
M. Yang
Bodo Rosenhahn
104
16
0
14 Jan 2020
Weakly Supervised Visual Semantic Parsing
Weakly Supervised Visual Semantic Parsing
Alireza Zareian
Svebor Karaman
Shih-Fu Chang
GNN
108
57
0
08 Jan 2020
Bridging Knowledge Graphs to Generate Scene Graphs
Bridging Knowledge Graphs to Generate Scene Graphs
Alireza Zareian
Svebor Karaman
Shih-Fu Chang
100
212
0
07 Jan 2020
Neural Design Network: Graphic Layout Generation with Constraints
Neural Design Network: Graphic Layout Generation with Constraints
Hsin-Ying Lee
Lu Jiang
Irfan Essa
Madison Le
Haifeng Gong
Ming-Hsuan Yang
Weilong Yang
157
140
0
19 Dec 2019
Learning Canonical Representations for Scene Graph to Image Generation
Learning Canonical Representations for Scene Graph to Image Generation
Roei Herzig
Amir Bar
Huijuan Xu
Gal Chechik
Trevor Darrell
Amir Globerson
GNNOCL
109
109
0
16 Dec 2019
Action Genome: Actions as Composition of Spatio-temporal Scene Graphs
Action Genome: Actions as Composition of Spatio-temporal Scene Graphs
Jingwei Ji
Ranjay Krishna
Li Fei-Fei
Juan Carlos Niebles
94
346
0
15 Dec 2019
Multimodal Generative Models for Compositional Representation Learning
Multimodal Generative Models for Compositional Representation Learning
Mike Wu
Noah D. Goodman
GANDRL
97
17
0
11 Dec 2019
Interpreting Context of Images using Scene Graphs
Interpreting Context of Images using Scene Graphs
Himangi Mittal
Ajith Abraham
Anuja Arora
GNN
18
0
0
01 Dec 2019
Learning to Relate from Captions and Bounding Boxes
Learning to Relate from Captions and Bounding Boxes
Sarthak Garg
Joel Ruben Antony Moniz
Anshu Aviral
Priyatham Bollimpalli
38
3
0
01 Dec 2019
Learning Cross-modal Context Graph for Visual Grounding
Learning Cross-modal Context Graph for Visual Grounding
Yongfei Liu
Bo Wan
Xiao-Dan Zhu
Xuming He
94
91
0
20 Nov 2019
Visual Relationship Detection with Relative Location Mining
Visual Relationship Detection with Relative Location Mining
Hao Zhou
Chongyang Zhang
Chuanping Hu
ObjD
134
16
0
02 Nov 2019
Image-Conditioned Graph Generation for Road Network Extraction
Image-Conditioned Graph Generation for Road Network Extraction
Davide Belli
Thomas Kipf
GNN
55
40
0
31 Oct 2019
DeepGCNs: Making GCNs Go as Deep as CNNs
DeepGCNs: Making GCNs Go as Deep as CNNs
Ge Li
Matthias Muller
Guocheng Qian
Itzel C. Delgadillo
Abdulellah Abualshour
Ali K. Thabet
Guohao Li
3DPCGNN
98
176
0
15 Oct 2019
Learning Visual Relation Priors for Image-Text Matching and Image
  Captioning with Neural Scene Graph Generators
Learning Visual Relation Priors for Image-Text Matching and Image Captioning with Neural Scene Graph Generators
Kuang-Huei Lee
Hamid Palangi
Xi Chen
Houdong Hu
Jianfeng Gao
VLM
67
37
0
22 Sep 2019
Learning 3D-aware Egocentric Spatial-Temporal Interaction via Graph
  Convolutional Networks
Learning 3D-aware Egocentric Spatial-Temporal Interaction via Graph Convolutional Networks
Chengxi Li
Yue Meng
Stanley H. Chan
Yi-Ting Chen
GNN
42
61
0
20 Sep 2019
Triplet-Aware Scene Graph Embeddings
Triplet-Aware Scene Graph Embeddings
Brigit Schroeder
Subarna Tripathi
Hanlin Tang
3DPC
75
16
0
19 Sep 2019
Scene Recognition with Prototype-agnostic Scene Layout
Scene Recognition with Prototype-agnostic Scene Layout
Gongwei Chen
Xinhang Song
Haitao Zeng
Shuqiang Jiang
92
57
0
07 Sep 2019
Deep Visual Template-Free Form Parsing
Deep Visual Template-Free Form Parsing
Brian L. Davis
B. Morse
Scott D. Cohen
Brian L. Price
Chris Tensmeyer
91
44
0
05 Sep 2019
Residual Objectness for Imbalance Reduction
Residual Objectness for Imbalance Reduction
Joya Chen
Dong Liu
Bin Luo
X. Peng
Tong Xu
Enhong Chen
ObjD
83
7
0
24 Aug 2019
DynGraph2Seq: Dynamic-Graph-to-Sequence Interpretable Learning for
  Health Stage Prediction in Online Health Forums
DynGraph2Seq: Dynamic-Graph-to-Sequence Interpretable Learning for Health Stage Prediction in Online Health Forums
Yuyang Gao
Lingfei Wu
Houman Homayoun
Liang Zhao
AI4CE
63
20
0
22 Aug 2019
Zero-Shot Grounding of Objects from Natural Language Queries
Zero-Shot Grounding of Objects from Natural Language Queries
Arka Sadhu
Kan Chen
Ram Nevatia
ObjD
99
159
0
20 Aug 2019
Aligning Linguistic Words and Visual Semantic Units for Image Captioning
Aligning Linguistic Words and Visual Semantic Units for Image Captioning
Longteng Guo
Jing Liu
Jinhui Tang
Jiangwei Li
W. Luo
Hanqing Lu
83
102
0
06 Aug 2019
An Empirical Study on Leveraging Scene Graphs for Visual Question
  Answering
An Empirical Study on Leveraging Scene Graphs for Visual Question Answering
Cheng Zhang
Wei-Lun Chao
D. Xuan
77
51
0
28 Jul 2019
Bilinear Graph Networks for Visual Question Answering
Bilinear Graph Networks for Visual Question Answering
Dalu Guo
Chang Xu
Dacheng Tao
GNN
86
53
0
23 Jul 2019
Learning by Abstraction: The Neural State Machine
Learning by Abstraction: The Neural State Machine
Drew A. Hudson
Christopher D. Manning
NAIOCL
131
262
0
09 Jul 2019
Learning Predicates as Functions to Enable Few-shot Scene Graph
  Prediction
Learning Predicates as Functions to Enable Few-shot Scene Graph Prediction
Apoorva Dornadula
Austin Narcomey
Ranjay Krishna
Michael S. Bernstein
Li Fei-Fei
OCL
58
3
0
12 Jun 2019
Relationship-Embedded Representation Learning for Grounding Referring
  Expressions
Relationship-Embedded Representation Learning for Grounding Referring Expressions
Sibei Yang
Guanbin Li
Yizhou Yu
ObjD
93
55
0
11 Jun 2019
Contextual Translation Embedding for Visual Relationship Detection and
  Scene Graph Generation
Contextual Translation Embedding for Visual Relationship Detection and Scene Graph Generation
Zih-Siou Hung
Arun Mallya
Svetlana Lazebnik
ViT
82
15
0
28 May 2019
Scene Graph Prediction with Limited Labels
Scene Graph Prediction with Limited Labels
V. Chen
P. Varma
Ranjay Krishna
Michael S. Bernstein
Christopher Ré
Li Fei-Fei
98
87
0
25 Apr 2019
Local Relation Networks for Image Recognition
Local Relation Networks for Image Recognition
Han Hu
Zheng Zhang
Zhenda Xie
Stephen Lin
FAtt
126
503
0
25 Apr 2019
Context-Aware Zero-Shot Learning for Object Recognition
Context-Aware Zero-Shot Learning for Object Recognition
Éloi Zablocki
Patrick Bordes
Benjamin Piwowarski
Laure Soulier
Patrick Gallinari
VLM
60
29
0
24 Apr 2019
Learning Actor Relation Graphs for Group Activity Recognition
Learning Actor Relation Graphs for Group Activity Recognition
Jianchao Wu
Limin Wang
Li Wang
Jie Guo
Gangshan Wu
74
242
0
23 Apr 2019
Context-Aware Zero-Shot Recognition
Context-Aware Zero-Shot Recognition
Ruotian Luo
Ning Zhang
Bohyung Han
L. Yang
80
31
0
19 Apr 2019
DeepGCNs: Can GCNs Go as Deep as CNNs?
DeepGCNs: Can GCNs Go as Deep as CNNs?
Ge Li
Matthias Muller
Ali K. Thabet
Guohao Li
3DPCGNN
169
1,355
0
07 Apr 2019
Semantic Graph Convolutional Networks for 3D Human Pose Regression
Semantic Graph Convolutional Networks for 3D Human Pose Regression
Long Zhao
Xi Peng
Yu Tian
Mubbasir Kapadia
Dimitris N. Metaxas
3DH
110
514
0
06 Apr 2019
Target-Tailored Source-Transformation for Scene Graph Generation
Target-Tailored Source-Transformation for Scene Graph Generation
Wentong Liao
Cuiling Lan
Wenjun Zeng
M. Yang
Bodo Rosenhahn
48
5
0
03 Apr 2019
Scene Graph Generation with External Knowledge and Image Reconstruction
Scene Graph Generation with External Knowledge and Image Reconstruction
Jiuxiang Gu
Handong Zhao
Zhe Lin
Sheng Li
Jianfei Cai
Mingyang Ling
89
294
0
01 Apr 2019
On Class Imbalance and Background Filtering in Visual Relationship
  Detection
On Class Imbalance and Background Filtering in Visual Relationship Detection
Alessio Sarullo
Tingting Mu
102
4
0
20 Mar 2019
Neural Sequential Phrase Grounding (SeqGROUND)
Neural Sequential Phrase Grounding (SeqGROUND)
Pelin Dogan
Leonid Sigal
Markus Gross
ObjD
76
52
0
18 Mar 2019
Visual Semantic Information Pursuit: A Survey
Visual Semantic Information Pursuit: A Survey
Daqi Liu
M. Bober
J. Kittler
75
32
0
13 Mar 2019
SR-LSTM: State Refinement for LSTM towards Pedestrian Trajectory
  Prediction
SR-LSTM: State Refinement for LSTM towards Pedestrian Trajectory Prediction
Pu Zhang
Wanli Ouyang
Pengfei Zhang
Jianru Xue
Nanning Zheng
84
464
0
07 Mar 2019
Graphical Contrastive Losses for Scene Graph Parsing
Graphical Contrastive Losses for Scene Graph Parsing
Ji Zhang
Kevin J. Shih
Ahmed Elgammal
Andrew Tao
Bryan Catanzaro
106
233
0
07 Mar 2019
Differentiable Scene Graphs
Differentiable Scene Graphs
Moshiko Raboh
Roei Herzig
Gal Chechik
Jonathan Berant
Amir Globerson
OCL
99
34
0
26 Feb 2019
VrR-VG: Refocusing Visually-Relevant Relationships
VrR-VG: Refocusing Visually-Relevant Relationships
Yuanzhi Liang
Yalong Bai
Wei Zhang
Xueming Qian
Li Zhu
Tao Mei
3DH
136
8
0
01 Feb 2019
A Comprehensive Survey on Graph Neural Networks
A Comprehensive Survey on Graph Neural Networks
Zonghan Wu
Shirui Pan
Fengwen Chen
Guodong Long
Chengqi Zhang
Philip S. Yu
FaMLGNNAI4TSAI4CE
848
8,633
0
03 Jan 2019
Dynamic Graph Modules for Modeling Object-Object Interactions in
  Activity Recognition
Dynamic Graph Modules for Modeling Object-Object Interactions in Activity Recognition
Hao Huang
Luowei Zhou
Wei Zhang
Jason J. Corso
Chenliang Xu
59
3
0
13 Dec 2018
Auto-Encoding Scene Graphs for Image Captioning
Auto-Encoding Scene Graphs for Image Captioning
Xu Yang
Kaihua Tang
Hanwang Zhang
Jianfei Cai
179
703
0
06 Dec 2018
Counterfactual Critic Multi-Agent Training for Scene Graph Generation
Counterfactual Critic Multi-Agent Training for Scene Graph Generation
Long Chen
Hanwang Zhang
Jun Xiao
Xiangnan He
Shiliang Pu
Shih-Fu Chang
97
159
0
06 Dec 2018
Learning to Compose Dynamic Tree Structures for Visual Contexts
Learning to Compose Dynamic Tree Structures for Visual Contexts
Kaihua Tang
Hanwang Zhang
Baoyuan Wu
Wenhan Luo
Wen Liu
108
505
0
05 Dec 2018
Spatio-Temporal Action Graph Networks
Spatio-Temporal Action Graph Networks
Roei Herzig
Elad Levi
Huijuan Xu
Hang Gao
Eli Brosh
Xiaolong Wang
Amir Globerson
Trevor Darrell
GNN
79
20
0
04 Dec 2018
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