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Awesome Scene Graphs Awesome

Literature survey of scene graphs

Table of Contents

Survey

Title Venue
A Survey of Scene Graph:Generation and Application https://www.xiaojun.ai/papers/Scene-Graph-Survey.pdf

@Booklet{EasyChair:3385,

author = {Pengfei Xu and Xiaojun Chang and Ling Guo and Po-Yao Huang and Xiaojiang Chen and Alex Hauptmann},

title = {A Survey of Scene Graph: Generation and Application},

howpublished = {EasyChair Preprint no. 3385},

year = {EasyChair, 2020}}

Datasets

Title Abbr
Visual Relationship Detection with Language Priors VRD
Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations Visual Genome
Weakly-supervised learning of visual relations UnRel

2020

Title Venue Code
Bridging Knowledge Graphs to Generate Scene Graphs arXiv -
Unbiased Scene Graph Generation from Biased Training CVPR -
Cross-modal Scene Graph Matching for Relationship-aware Image-Text Retrieval WACV -
SOGNet: Scene Overlap Graph Network for Panoptic Segmentation AAAI -
Storytelling from an Image Stream Using Scene Graphs - -

2019

Title Venue Code
Adversarial Adaptation of Scene Graph Models for Understanding Civic Issues WWW -
Contextual Translation Embedding for Visual Relationship Detection and Scene Graph Generation NLP -
PasteGAN: A Semi-Parametric Method to Generate Image from Scene Graph NIPS -
Referring Expression Grounding by Marginalizing Scene Graph Likelihood NIPS -
Scene graph captioner: Image captioning based on structural visual representation JVCIR -
Know More Say Less: Image Captioning Based on Scene Graphs IEEE -
3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents IEEE -
PANet: A Context Based Predicate Association Network for Scene Graph Generation ICME -
Multi-Granularity Reasoning for Social Relation Recognition from Images ICME -
Deeply Supervised Multimodal Attentional Translation Embeddings for Visual Relationship Detection ICIP -
Layout and Context Understanding for Image Synthesis with Scene Graphs ICIP -
Triplet-Aware Scene Graph Embeddings ICCV -
Scene Graph based Image Retrieval -- A case study on the CLEVR Dataset ICCV -
Detecting Visual Relationships Using Box Attention ICCV -
Differentiable Scene Graphs ICCV -
VrR-VG: Refocusing Visually-Relevant Relationships ICCV -
Unpaired Image Captioning via Scene Graph Alignments ICCV -
Scene Graph Prediction with Limited Labels ICCV -
Seq-SG2SL: Inferring Semantic Layout from Scene Graph through Sequence to Sequence Learning ICCV -
Counterfactual Critic Multi-Agent Training for Scene Graph Generation ICCV -
3D Scene Graph: A Structure for Unified Semantics, 3D Space, and Camera ICCV -
Auto-Encoding Scene Graphs for Image Captioning CVPR -
Compact Scene Graphs for Layout Composition and Patch Retrieval CVPR -
Exploring Context and Visual Pattern of Relationship for Scene Graph Generation CVPR -
Explainable and Explicit Visual Reasoning over Scene Graphs CVPR -
Learning to Compose Dynamic Tree Structures for Visual Contexts CVPR -
Image Generation from Layout CVPR -
Scene Graph Generation with External Knowledge and Image Reconstruction CVPR -
Graphical Contrastive Losses for Scene Graph Parsing CVPR -
Knowledge-Embedded Routing Network for Scene Graph Generation CVPR -
Attentive Relational Networks for Mapping Images to Scene Graphs CVPR -
A hierarchical recurrent approach to predict scene graphs from a visual-attention-oriented perspective CI -
An Empirical Study on Leveraging Scene Graphs for Visual Question Answering BMVC -
Using Scene Graph Context to Improve Image Generation arXiv -
Neural-Symbolic Tensor Product Scene-Graph-Triplet Representation for Image Captioning arXiv -
Learning Visual Relation Priors for Image-Text Matching and Image Captioning with Neural Scene Graph Generators arXiv -
Learning Predicates as Functions to Enable Few-shot Scene Graph Prediction arXiv -
Learning Canonical Representations for Scene Graph to Image Generation arXiv -
Interactive Image Generation Using Scene Graphs arXiv -
Generating Natural Language Explanations for Visual Question Answering Using Scene Graphs and Visual Attention arXiv -
Action Genome Actions as Composition of Spatio-temporal Scene Graphs arXiv -
Large-Scale Visual Relationship Understanding AAAI -
BLOCK: Bilinear Superdiagonal Fusion for Visual Question Answering and Visual Relationship Detection AAAI -

2018

Title Venue Code
Scaling Human-Object Interaction Recognition through Zero-Shot Learning WACV -
Learning to Detect Human-Object Interactions WACV -
Scene Graph Parsing by Attention Graph ViGIL -
Mapping Images to Scene Graphs with Permutation-Invariant Structured Prediction NIPS -
LinkNet：Relational Embedding for Scene Graph NIPS -
An Interpretable Model for Scene Graph Generation NIPS -
Scene Graph Parsing as Dependency Parsing NAACL -
Representation Learning for Scene Graph Completion via Jointly Structural and Visual Embedding IJCAI -
Narrative Collage of Image Collections by Scene Graph Recombination TVCG -
Image Captioning with Scene-graph Based Semantic Concepts ICMLC -
Visual Relationship Detection Based on Guided Proposals and Semantic Knowledge Disti ICME -
Zoom-Net：Mining Deep Feature Interactions for Visual Relationship Recognition ECCV -
Learning Human-Object Interactions by Graph Parsing Neural Networks ECCV -
Graph R-CNN for Scene Graph Generation ECCV -
Factorizable Net： An Efficient Subgraph-based Framework for Scene Graph Generation ECCV -
Actor-Centric Relation Network ECCV -
Tensorize,Factorize and Regularize Robust Visual Relationship Learning CVPR -
Neural Motifs Scene Graph Parsing with Global Context CVPR -
Image Generation from Scene Graphs CVPR -
Detecting and Recognizing Human-Object Interactions CVPR -
Image Understanding using vision and reasoning through Scene Description CVIU -
Visual Social Relationship Recognition arXiv -
Transferable Interactiveness Prior for Human-Object Interaction Detection arXiv -
Scene Graph Reasoning with Prior Visual Relationship for Visual Question Answering arXiv -
Scene Graph Generation via Conditional Random Fields arXiv -
Detecting unseen visual relations using analogies arXiv -
Context-Dependent Diffusion Network for Visual Relationship Detection AMC -
Scene-centric Joint Parsing of Cross-view Videos AAAI -
HCVRD:A Benchmark for Large-Scale Human-Centered Visual Relationship Detecti AAAI -
Generating Triples with Adversarial Networks for Scene Graph Construction AAAI -

2017

Title Venue Code
Pixels to Graphs by Associative Embedding NIPS -
On support relations and semantic scene graphs ISPRS -
Joint Embeddings of Scene Graphs and Images ICLR -
Visual Relationship Detection with Internal and External Linguistic Knowledge Distillation ICCV -
Scene Graph Generation from Objects, Phrases and Region Captions ICCV -
Phrase Localization and Visual Relationship Detection with Comprehensive Image-Language Cues ICCV -
Visual Translation Embedding Network for Visual Relation Detection CVPR -
ViP-CNN: Visual Phrase Guided Convolutional Neural Network CVPR -
Scene Graph Generation by Iterative Message Passing CVPR -
Relationship Proposal Networks CVPR -
Modeling Relationships in Referential Expressions with Compositional Modular Networks CVPR -
Learning Object Interactions and Descriptions for Semantic Image Segmentation CVPR -
Detecting Visual Relationships with Deep Relational Networks CVPR -
Deep Variation-Structured Reinforcement Learning for Visual Relationship and Attribute Detection CVPR -
Online Cross-Modal Scene Retrieval by Binary Representation and Semantic Graph ACM -

2010-2016

Title Venue Code
Visual Relationship Detection with Language Priors ECCV -
Generating Semantically Precise Scene Graphs from Textual Descriptions for Improved Image Retrieval WVL -
Image Retrieval using Scene Graphs CVPR -
From Images to Sentences through Scene Description Graphs using Commonsense Reasoning and Knowledge arXiv -
Categorizing Object-Action Relations from Semantic Scene Graphs ICRA -