SOTAVerified

Graph Generation

Graph Generation is an important research area with significant applications in drug and material designs.

Source: Graph Deconvolutional Generation

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 501–550 of 712 papers

TitleStatusHype
Scene Graph Generation for Better Image Captioning?—0
BGT-Net: Bidirectional GRU Transformer Network for Scene Graph Generation—0
Formal Query Building with Query Structure Prediction for Complex Question Answering over Knowledge BaseCode1
Learning to Generate Scene Graph from Natural Language SupervisionCode1
GeneAnnotator: A Semi-automatic Annotation Tool for Visual Scene GraphCode1
roadscene2vec: A Tool for Extracting and Embedding Road Scene-GraphsCode1
Adversarial Stein Training for Graph Energy Models—0
From General to Specific: Informative Scene Graph Generation via Balance AdjustmentCode1
ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language ModelsCode1
Learning of Visual Relations: The Devil is in the Tails—0
A Hard Label Black-box Adversarial Attack Against Graph Neural Networks—0
Semantic Compositional Learning for Low-shot Scene Graph Generation—0
Computing Steiner Trees using Graph Neural Networks—0
Target Adaptive Context Aggregation for Video Scene Graph GenerationCode1
Unconditional Scene Graph Generation—0
ReFormer: The Relational Transformer for Image CaptioningCode0
Image Scene Graph Generation (SGG) BenchmarkCode0
WikiGraphs: A Wikipedia Text - Knowledge Graph Paired DatasetCode0
GraphGen-Redux: a Fast and Lightweight Recurrent Model for labeled Graph GenerationCode0
Scenes and Surroundings: Scene Graph Generation using Relation TransformerCode1
Zero-Shot Scene Graph Relation Prediction through Commonsense Knowledge IntegrationCode1
Predicate correlation learning for scene graph generation—0
Evaluating the Cybersecurity Risk of Real World, Machine Learning Production Systems—0
On-Demand and Lightweight Knowledge Graph Generation -- a Demonstration with DBpediaCode0
Non-isomorphic Inter-modality Graph Alignment and Synthesis for Holistic Brain MappingCode0
Molecule Generation by Principal Subgraph Mining and AssemblingCode1
HDMapGen: A Hierarchical Graph Generative Model of High Definition Maps—0
Structured Sparse R-CNN for Direct Scene Graph GenerationCode1
TD-GEN: Graph Generation With Tree Decomposition—0
Graph Context Encoder: Graph Feature Inpainting for Graph Generation and Self-supervised Pretraining—0
Tackling the Challenges in Scene Graph Generation with Local-to-Global InteractionsCode1
Order Matters: Probabilistic Modeling of Node Sequence for Graph GenerationCode1
Realistic molecule optimization on a learned graph manifold—0
Multiresolution Equivariant Graph Variational AutoencoderCode1
Linguistic Structures as Weak Supervision for Visual Scene Graph GenerationCode1
iTelos -- Purpose Driven Knowledge Graph Generation—0
Survey of Visual-Semantic Embedding Methods for Zero-Shot Image Retrieval—0
Brain Multigraph Prediction using Topology-Aware Adversarial Graph Neural NetworkCode0
VersaGNN: a Versatile accelerator for Graph neural networks—0
Recovering Barabási-Albert Parameters of Graphs through DisentanglementCode0
Segmentation-grounded Scene Graph Generation—0
A Tunable Model for Graph Generation Using LSTM and Conditional VAE—0
ExplaGraphs: An Explanation Graph Generation Task for Structured Commonsense ReasoningCode1
Bipartite Graph Network with Adaptive Message Passing for Unbiased Scene Graph GenerationCode1
Fully Convolutional Scene Graph GenerationCode1
Visual Distant Supervision for Scene Graph GenerationCode1
The unknown knowns: a graph-based approach for temporal COVID-19 literature miningCode0
DIG: A Turnkey Library for Diving into Graph Deep Learning ResearchCode0
Exploiting Edge-Oriented Reasoning for 3D Point-based Scene Graph AnalysisCode1
Probabilistic Modeling of Semantic Ambiguity for Scene Graph GenerationCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RNNStreetMover0.03—Unverified
2GraphRNNStreetMover0.02—Unverified
3GGT without CAStreetMover0.02—Unverified
4GGTStreetMover0.02—Unverified