SOTAVerified

Relational Reasoning

The goal of Relational Reasoning is to figure out the relationships among different entities, such as image pixels, words or sentences, human skeletons or interactive moving agents.

Source: Social-WaGDAT: Interaction-aware Trajectory Prediction via Wasserstein Graph Double-Attention Network

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 401–450 of 483 papers

TitleStatusHype
FactorBase: SQL for Learning A Multi-Relational Graphical Model—0
Factor Graph Molecule Network for Structure Elucidation—0
Feed-Forward Neural Networks Need Inductive Bias to Learn Equality Relations—0
FGeo-HyperGNet: Geometric Problem Solving Integrating Formal Symbolic System and Hypergraph Neural Network—0
Financial Risk Assessment via Long-term Payment Behavior Sequence Folding—0
Finding ReMO (Related Memory Object): A Simple Neural Architecture for Text based Reasoning—0
Structured Knowledge Grounding for Question Answering—0
FreeQ-Graph: Free-form Querying with Semantic Consistent Scene Graph for 3D Scene Understanding—0
Extrapolatable Relational Reasoning With Comparators in Low-Dimensional Manifolds—0
Genesis: Towards the Automation of Systems Biology Research—0
Geometric Relational Embeddings: A Survey—0
Graph-based Facial Affect Analysis: A Review—0
Graph-based Kinship Reasoning Network—0
Graph-Based Knowledge Integration for Question Answering over Dialogue—0
Graph Collaborative Reasoning—0
Graph Convolutional Networks from the Perspective of Sheaves and the Neural Tangent Kernel—0
Graph Networks with Spectral Message Passing—0
Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective—0
Graph-to-Vision: Multi-graph Understanding and Reasoning using Vision-Language Models—0
HAIR: Hierarchical Visual-Semantic Relational Reasoning for Video Question Answering—0
Heterogeneous Relational Reasoning in Knowledge Graphs with Reinforcement Learning—0
Hierarchical Relational Learning for Few-Shot Knowledge Graph Completion—0
Hierarchical Video Prediction Using Relational Layouts for Human-Object Interactions—0
Higher-order Relational Reasoning for Pedestrian Trajectory Prediction—0
How to construct a multi-lingual domain ontology—0
HR-RCNN: Hierarchical Relational Reasoning for Object Detection—0
Hybrid SRL with Optimization Modulo Theories—0
Hyperbolic Manifold Regression—0
Hypergraph-based Motion Generation with Multi-modal Interaction Relational Reasoning—0
Hyperlink Regression via Bregman Divergence—0
Imagine, Reason and Write: Visual Storytelling with Graph Knowledge and Relational Reasoning—0
Important Object Identification with Semi-Supervised Learning for Autonomous Driving—0
Improving Composition of Sentence Embeddings through the Lens of Statistical Relational Learning—0
Improving End-to-End Object Tracking Using Relational Reasoning—0
Improving Generalization for Abstract Reasoning Tasks Using Disentangled Feature Representations—0
Improving Skip-Gram based Graph Embeddings via Centrality-Weighted Sampling—0
Improving Scene Graph Classification by Exploiting Knowledge from Texts—0
Incorporating Relational Background Knowledge into Reinforcement Learning via Differentiable Inductive Logic Programming—0
Induction of Interpretable Possibilistic Logic Theories from Relational Data—0
Inductive Logic Boosting—0
Interactive Autonomous Navigation with Internal State Inference and Interactivity Estimation—0
Interpretable Reinforcement Learning With Neural Symbolic Logic—0
Introducing DRAIL -- a Step Towards Declarative Deep Relational Learning—0
Two pathways to resolve relational inconsistencies—0
Joint Information Extraction and Reasoning: A Scalable Statistical Relational Learning Approach—0
Jointly Extracting Explicit and Implicit Relational Triples with Reasoning Pattern Enhanced Binary Pointer Network—0
Joint Modeling of Visual Objects and Relations for Scene Graph Generation—0
KeLP at SemEval-2017 Task 3: Learning Pairwise Patterns in Community Question Answering—0
kLog: A Language for Logical and Relational Learning with Kernels—0
kLogNLP: Graph Kernel--based Relational Learning of Natural Language—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CTP A4 Hops0.99—Unverified