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 251–300 of 483 papers

TitleStatusHype
Propagating Over Phrase Relations for One-Stage Visual Grounding—0
Relational Algorithms for k-means Clustering—0
Uncertainty-based Traffic Accident Anticipation with Spatio-Temporal Relational LearningCode1
Distributed Associative Memory Network with Memory Refreshing LossCode0
Collaborative Adversarial Learning for RelationalLearning on Multiple Bipartite Graphs—0
Graph-Based Social Relation ReasoningCode1
Beyond Graph Neural Networks with Lifted Relational Neural NetworksCode1
Learning Reasoning Strategies in End-to-End Differentiable ProvingCode1
Relational-Grid-World: A Novel Relational Reasoning Environment and An Agent Model for Relational Information Extraction—0
Recurrent Relational Memory Network for Unsupervised Image Captioning—0
A Study of Compositional Generalization in Neural Models—0
Extrapolatable Relational Reasoning With Comparators in Low-Dimensional Manifolds—0
Symbolic Logic meets Machine Learning: A Brief Survey in Infinite Domains—0
Relational reasoning and generalization using non-symbolic neural networksCode0
Generative 3D Part Assembly via Dynamic Graph LearningCode1
Explaining Local, Global, And Higher-Order Interactions In Deep LearningCode0
Self-Supervised Relational Reasoning for Representation LearningCode1
Propositionalization and Embeddings: Two Sides of the Same CoinCode0
Relational Learning Analysis of Social Politics using Knowledge Graph Embedding—0
Randomly Weighted, Untrained Neural Tensor Networks Achieve Greater Relational Expressiveness—0
RelEx: A Model-Agnostic Relational Model Explainer—0
Hyperbolic Manifold Regression—0
Domain Adaptive Relational Reasoning for 3D Multi-Organ Segmentation—0
Reasoning with Latent Structure Refinement for Document-Level Relation ExtractionCode1
Sampling Community Structure—0
Neural-Symbolic Relational Reasoning on Graph Models: Effective Link Inference and Computation from Knowledge Bases—0
Construction and Elicitation of a Black Box Model in the Game of Bridge—0
Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question AnsweringCode1
Machine Number Sense: A Dataset of Visual Arithmetic Problems for Abstract and Relational ReasoningCode1
A Complete Characterization of Projectivity for Statistical Relational Models—0
Graph-based Kinship Reasoning Network—0
Learning Structured Embeddings of Knowledge Graphs with Adversarial Learning Framework—0
Relational Learning between Multiple Pulmonary Nodules via Deep Set Attention Transformers—0
Causal Relational Learning—0
Learning Over Dirty Data Without Cleaning—0
EvolveGraph: Multi-Agent Trajectory Prediction with Dynamic Relational Reasoning—0
Solving Raven's Progressive Matrices with Multi-Layer Relation Networks—0
Incorporating Relational Background Knowledge into Reinforcement Learning via Differentiable Inductive Logic Programming—0
Deep Sets for Generalization in RL—0
Deep Relational Reasoning Graph Network for Arbitrary Shape Text DetectionCode1
Evaluating Logical Generalization in Graph Neural NetworksCode1
Heterogeneous Relational Reasoning in Knowledge Graphs with Reinforcement Learning—0
Better Set Representations For Relational ReasoningCode1
Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective—0
Symbolic Learning and Reasoning with Noisy Data for Probabilistic Anchoring—0
Struct-MMSB: Mixed Membership Stochastic Blockmodels with Interpretable Structured Priors—0
Social-WaGDAT: Interaction-aware Trajectory Prediction via Wasserstein Graph Double-Attention Network—0
Self-Attentive Associative MemoryCode1
A Survey on Knowledge Graphs: Representation, Acquisition and ApplicationsCode2
Evaluating the Progress of Deep Learning for Visual Relational Concepts—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CTP A4 Hops0.99—Unverified