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

Showing 251275 of 483 papers

TitleStatusHype
Propagating Over Phrase Relations for One-Stage Visual Grounding0
Relational Algorithms for k-means Clustering0
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 Graphs0
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 Extraction0
Recurrent Relational Memory Network for Unsupervised Image Captioning0
A Study of Compositional Generalization in Neural Models0
Extrapolatable Relational Reasoning With Comparators in Low-Dimensional Manifolds0
Symbolic Logic meets Machine Learning: A Brief Survey in Infinite Domains0
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 Embedding0
Randomly Weighted, Untrained Neural Tensor Networks Achieve Greater Relational Expressiveness0
RelEx: A Model-Agnostic Relational Model Explainer0
Hyperbolic Manifold Regression0
Domain Adaptive Relational Reasoning for 3D Multi-Organ Segmentation0
Reasoning with Latent Structure Refinement for Document-Level Relation ExtractionCode1
Sampling Community Structure0
Show:102550
← PrevPage 11 of 20Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CTP A4 Hops0.99Unverified