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 151–200 of 712 papers

TitleStatusHype
roadscene2vec: A Tool for Extracting and Embedding Road Scene-GraphsCode1
From General to Specific: Informative Scene Graph Generation via Balance AdjustmentCode1
ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language ModelsCode1
Target Adaptive Context Aggregation for Video Scene Graph GenerationCode1
Scenes and Surroundings: Scene Graph Generation using Relation TransformerCode1
Zero-Shot Scene Graph Relation Prediction through Commonsense Knowledge IntegrationCode1
Molecule Generation by Principal Subgraph Mining and AssemblingCode1
Structured Sparse R-CNN for Direct Scene Graph GenerationCode1
Tackling the Challenges in Scene Graph Generation with Local-to-Global InteractionsCode1
Order Matters: Probabilistic Modeling of Node Sequence for Graph GenerationCode1
Multiresolution Equivariant Graph Variational AutoencoderCode1
Linguistic Structures as Weak Supervision for Visual Scene Graph GenerationCode1
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
Probabilistic Modeling of Semantic Ambiguity for Scene Graph GenerationCode1
Exploiting Edge-Oriented Reasoning for 3D Point-based Scene Graph AnalysisCode1
Energy-Based Learning for Scene Graph GenerationCode1
Accurate Learning of Graph Representations with Graph Multiset PoolingCode1
Context-Aware Scene Graph Generation With Seq2Seq TransformersCode1
Grounding Consistency: Distilling Spatial Common Sense for Precise Visual Relationship DetectionCode1
Efficient Initial Pose-graph Generation for Global SfMCode1
Neural Language Modeling for Contextualized Temporal Graph GenerationCode1
Dirichlet Graph Variational AutoencoderCode1
Dense Relational Image Captioning via Multi-task Triple-Stream NetworksCode1
Are scene graphs good enough to improve Image Captioning?Code1
Topology-Aware Generative Adversarial Network for Joint Prediction of Multiple Brain Graphs from a Single Brain GraphCode1
CogTree: Cognition Tree Loss for Unbiased Scene Graph GenerationCode1
PCPL: Predicate-Correlation Perception Learning for Unbiased Scene Graph GenerationCode1
Sketching Image Gist: Human-Mimetic Hierarchical Scene Graph GenerationCode1
Generative Compositional Augmentations for Scene Graph PredictionCode1
Learning and Reasoning with the Graph Structure Representation in Robotic SurgeryCode1
Adaptive Graph Convolutional Recurrent Network for Traffic ForecastingCode1
GPT-GNN: Generative Pre-Training of Graph Neural NetworksCode1
MoFlow: An Invertible Flow Model for Generating Molecular GraphsCode1
Learning Visual Commonsense for Robust Scene Graph GenerationCode1
CycleGT: Unsupervised Graph-to-Text and Text-to-Graph Generation via Cycle TrainingCode1
XGNN: Towards Model-Level Explanations of Graph Neural NetworksCode1
Graph Density-Aware Losses for Novel Compositions in Scene Graph GenerationCode1
Secure Deep Graph Generation with Link Differential PrivacyCode1
Relation Transformer NetworkCode1
The general theory of permutation equivarant neural networks and higher order graph variational encodersCode1
GPS-Net: Graph Property Sensing Network for Scene Graph GenerationCode1
Permutation Invariant Graph Generation via Score-Based Generative ModelingCode1
Hierarchical Generation of Molecular Graphs using Structural MotifsCode1
GraphAF: a Flow-based Autoregressive Model for Molecular Graph GenerationCode1
GraphGen: A Scalable Approach to Domain-agnostic Labeled Graph GenerationCode1
NODIS: Neural Ordinary Differential Scene UnderstandingCode1
Weakly Supervised Visual Semantic ParsingCode1
Show:102550
← PrevPage 4 of 15Next →

Benchmark Results

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