| Energy-Based Learning for Scene Graph Generation | Mar 3, 2021 | Graph GenerationInductive Bias | CodeCode Available | 1 |
| Graph Energy-based Model for Molecular Graph Generation | Feb 26, 2021 | Graph Generationmodel | —Unverified | 0 |
| Pre-Training on Dynamic Graph Neural Networks | Feb 24, 2021 | Graph GenerationGraph Neural Network | CodeCode Available | 0 |
| Accurate Learning of Graph Representations with Graph Multiset Pooling | Feb 23, 2021 | Graph ClassificationGraph Clustering | CodeCode Available | 1 |
| Malware Knowledge Graph Generation | Feb 10, 2021 | Graph GenerationKnowledge Graphs | —Unverified | 0 |
| In-game Residential Home Planning via Visual Context-aware Global Relation Learning | Feb 8, 2021 | Graph GenerationRelation | —Unverified | 0 |
| GraphDF: A Discrete Flow Model for Molecular Graph Generation | Feb 1, 2021 | Graph GenerationMolecular Graph Generation | —Unverified | 0 |
| GraphEBM: Molecular Graph Generation with Energy-Based Models | Jan 31, 2021 | Graph GenerationMolecular Graph Generation | CodeCode Available | 0 |
| Understanding the Role of Scene Graphs in Visual Question Answering | Jan 14, 2021 | Graph GenerationQuestion Answering | —Unverified | 0 |
| A Simple Baseline for Weakly-Supervised Scene Graph Generation | Jan 1, 2021 | Contrastive LearningGraph Generation | —Unverified | 0 |
| Topic Scene Graph Generation by Attention Distillation From Caption | Jan 1, 2021 | Caption GenerationGraph Generation | —Unverified | 0 |
| Context-Aware Scene Graph Generation With Seq2Seq Transformers | Jan 1, 2021 | DecoderGraph Generation | CodeCode Available | 1 |
| Grounding Consistency: Distilling Spatial Common Sense for Precise Visual Relationship Detection | Jan 1, 2021 | Common Sense ReasoningGraph Generation | CodeCode Available | 1 |
| Learning Latent Topology for Graph Matching | Jan 1, 2021 | Graph GenerationGraph Matching | —Unverified | 0 |
| Graph Edit Networks | Jan 1, 2021 | AttributeGraph Generation | CodeCode Available | 0 |
| Counterfactual Thinking for Long-tailed Information Extraction | Jan 1, 2021 | Causal Inferencecounterfactual | —Unverified | 0 |
| GG-GAN: A Geometric Graph Generative Adversarial Network | Jan 1, 2021 | Generative Adversarial NetworkGraph Generation | —Unverified | 0 |
| An Automated Domain Understanding Technique for Knowledge Graph Generation | Jan 1, 2021 | Graph Generationnamed-entity-recognition | —Unverified | 0 |
| Deep Graph Generators: A Survey | Dec 31, 2020 | Deep LearningGraph Generation | —Unverified | 0 |
| MG-SAGC: A multiscale graph and its self-adaptive graph convolution network for 3D point clouds | Dec 23, 2020 | Graph Generation | —Unverified | 0 |
| Graph Autoencoders with Deconvolutional Networks | Dec 22, 2020 | Graph Generation | —Unverified | 0 |
| Molecular graph generation with Graph Neural Networks | Dec 14, 2020 | Drug DiscoveryGraph Generation | —Unverified | 0 |
| Automated Graph Generation at Sentence Level for Reading Comprehension Based on Conceptual Graphs | Dec 1, 2020 | Graph GenerationMiscellaneous | —Unverified | 0 |
| A graph similarity for deep learning | Dec 1, 2020 | Deep LearningGraph Classification | —Unverified | 0 |
| Self-Supervised Real-to-Sim Scene Generation | Nov 30, 2020 | Graph GenerationScene Generation | —Unverified | 0 |
| Efficient Initial Pose-graph Generation for Global SfM | Nov 24, 2020 | Graph GenerationPose Estimation | CodeCode Available | 1 |
| Bridging Scene Understanding and Task Execution with Flexible Simulation Environments | Nov 20, 2020 | Graph Generationreinforcement-learning | —Unverified | 0 |
| Reinforced Molecular Optimization with Neighborhood-Controlled Grammars | Nov 14, 2020 | Graph GenerationMolecular Graph Generation | CodeCode Available | 0 |
| After All, Only The Last Neuron Matters: Comparing Multi-modal Fusion Functions for Scene Graph Generation | Nov 9, 2020 | AllGraph Generation | CodeCode Available | 0 |
| Dual ResGCN for Balanced Scene GraphGeneration | Nov 9, 2020 | Graph GenerationRelation | —Unverified | 0 |
| Explainable Artificial Intelligence Recommendation System by Leveraging the Semantics of Adverse Childhood Experiences: Proof-of-Concept Prototype Development | Nov 6, 2020 | Explainable artificial intelligenceGraph Generation | —Unverified | 0 |
| Accurate polyglot semantic parsing with DAG grammars | Nov 1, 2020 | Graph GenerationSemantic Parsing | —Unverified | 0 |
| Keep it Surprisingly Simple: A Simple First Order Graph Based Parsing Model for Joint Morphosyntactic Parsing in Sanskrit | Nov 1, 2020 | Dependency ParsingGraph Generation | —Unverified | 0 |
| Neural Language Modeling for Contextualized Temporal Graph Generation | Oct 20, 2020 | Graph GenerationLanguage Modeling | CodeCode Available | 1 |
| Disentangled Dynamic Graph Deep Generation | Oct 14, 2020 | Graph GenerationProtein Folding | CodeCode Available | 0 |
| Dirichlet Graph Variational Autoencoder | Oct 9, 2020 | ClusteringGraph Clustering | CodeCode Available | 1 |
| Dense Relational Image Captioning via Multi-task Triple-Stream Networks | Oct 8, 2020 | Graph GenerationImage Captioning | CodeCode Available | 1 |
| Scene Graph Modification Based on Natural Language Commands | Oct 6, 2020 | Graph GenerationMachine Translation | CodeCode Available | 0 |
| Sim2SG: Sim-to-Real Scene Graph Generation for Transfer Learning | Sep 28, 2020 | Graph GenerationScene Graph Generation | —Unverified | 0 |
| Secure Network Release with Link Privacy | Sep 28, 2020 | Graph Generation | —Unverified | 0 |
| SHADOWCAST: Controllable Graph Generation with Explainability | Sep 28, 2020 | Generative Adversarial NetworkGraph Generation | —Unverified | 0 |
| Are scene graphs good enough to improve Image Captioning? | Sep 25, 2020 | DecoderGraph Attention | CodeCode Available | 1 |
| Topology-Aware Generative Adversarial Network for Joint Prediction of Multiple Brain Graphs from a Single Brain Graph | Sep 23, 2020 | ClusteringGenerative Adversarial Network | CodeCode Available | 1 |
| Adversarial Stein Training for Graph Energy Models | Sep 21, 2020 | Graph Generation | —Unverified | 0 |
| CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation | Sep 16, 2020 | Graph GenerationScene Graph Generation | CodeCode Available | 1 |
| Exploring the Hierarchy in Relation Labels for Scene Graph Generation | Sep 12, 2020 | Graph GenerationRelation | —Unverified | 0 |
| PCPL: Predicate-Correlation Perception Learning for Unbiased Scene Graph Generation | Sep 2, 2020 | Graph GenerationScene Graph Generation | CodeCode Available | 1 |
| Tackling the Unannotated: Scene Graph Generation with Bias-Reduced Models | Aug 18, 2020 | Graph GenerationScene Graph Generation | —Unverified | 0 |
| Graph Polish: A Novel Graph Generation Paradigm for Molecular Optimization | Aug 14, 2020 | Drug DiscoveryGraph Generation | —Unverified | 0 |
| HOSE-Net: Higher Order Structure Embedded Network for Scene Graph Generation | Aug 12, 2020 | General ClassificationGraph Generation | —Unverified | 0 |