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 151–200 of 483 papers

TitleStatusHype
Knowledge Graph Embedding via Graph Attenuated Attention Networks—0
Conditional Hybrid GAN for Sequence Generation—0
Graph Networks with Spectral Message Passing—0
A logic-based relational learning approach to relation extraction: The OntoILPER system—0
Graph Convolutional Networks from the Perspective of Sheaves and the Neural Tangent Kernel—0
Concept Representation Learning with Contrastive Self-Supervised Learning—0
A Study of Compositional Generalization in Neural Models—0
kLogNLP: Graph Kernel--based Relational Learning of Natural Language—0
Deep Message Passing on Sets—0
Graph-based Kinship Reasoning Network—0
A Statistical Relational Learning Approach to Identifying Evidence Based Medicine Categories—0
KeLP at SemEval-2017 Task 3: Learning Pairwise Patterns in Community Question Answering—0
Graph-based Facial Affect Analysis: A Review—0
Composition of Sentence Embeddings:Lessons from Statistical Relational Learning—0
Graph-Based Knowledge Integration for Question Answering over Dialogue—0
Computing Marginal Distributions over Continuous Markov Networks for Statistical Relational Learning—0
Composition of Sentence Embeddings: Lessons from Statistical Relational Learning—0
Graph Collaborative Reasoning—0
A Learning Algorithm for Relational Logistic Regression: Preliminary Results—0
Abstraction and Relational learning—0
kLog: A Language for Logical and Relational Learning with Kernels—0
Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective—0
Constellation: Learning relational abstractions over objects for compositional imagination—0
Graph-to-Vision: Multi-graph Understanding and Reasoning using Vision-Language Models—0
Knowledge-augmented Graph Neural Networks with Concept-aware Attention for Adverse Drug Event Detection—0
Learning Generative Models across Incomparable Spaces—0
Geometric Relational Embeddings: A Survey—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
Continual Reasoning: Non-Monotonic Reasoning in Neurosymbolic AI using Continual Learning—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
Genesis: Towards the Automation of Systems Biology Research—0
Hyperlink Regression via Bregman Divergence—0
Compositional Learning of Embeddings for Relation Paths in Knowledge Base and Text—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
Agent-Centric Representations for Multi-Agent Reinforcement Learning—0
Improving Scene Graph Classification by Exploiting Knowledge from Texts—0
Two pathways to resolve relational inconsistencies—0
Incorporating Relational Background Knowledge into Reinforcement Learning via Differentiable Inductive Logic Programming—0
Extrapolatable Relational Reasoning With Comparators in Low-Dimensional Manifolds—0
FreeQ-Graph: Free-form Querying with Semantic Consistent Scene Graph for 3D Scene Understanding—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CTP A4 Hops0.99—Unverified