Multitask Learning on Graph Neural Networks: Learning Multiple Graph Centrality Measures with a Unified Network Sep 11, 2018 4k Relational Reasoning
— Unverified The Visual QA Devil in the Details: The Impact of Early Fusion and Batch Norm on CLEVR Sep 11, 2018 Question Answering Relational Reasoning
— Unverified Mapping Natural Language Commands to Web Elements Aug 28, 2018 Relational Reasoning Visual Reasoning
Code Code Available One-Shot Relational Learning for Knowledge Graphs Aug 27, 2018 Knowledge Graph Completion Knowledge Graphs
Code Code Available LinkNBed: Multi-Graph Representation Learning with Entity Linkage Jul 23, 2018 Graph Representation Learning Knowledge Graphs
— Unverified Learning Probabilistic Logic Programs in Continuous Domains Jul 15, 2018 Inductive logic programming Relational Reasoning
— Unverified A Comparative Study of Distributional and Symbolic Paradigms for Relational Learning Jun 29, 2018 Clustering General Classification
Code Code Available Modularity Matters: Learning Invariant Relational Reasoning Tasks Jun 18, 2018 Mixture-of-Experts Relational Reasoning
— Unverified Relational recurrent neural networks Jun 5, 2018 Language Modeling Language Modelling
Code Code Available Relational Deep Reinforcement Learning Jun 5, 2018 Deep Reinforcement Learning reinforcement-learning
Code Code Available Relational inductive biases, deep learning, and graph networks Jun 4, 2018 Decision Making Deep Learning
Code Code Available Tensorize, Factorize and Regularize: Robust Visual Relationship Learning Jun 1, 2018 Relational Reasoning Relationship Detection
— Unverified Working Memory Networks: Augmenting Memory Networks with a Relational Reasoning Module May 23, 2018 Relational Reasoning
— Unverified VC-Dimension Based Generalization Bounds for Relational Learning Apr 17, 2018 Generalization Bounds Relational Reasoning
— Unverified Semi-Supervised Online Structure Learning for Composite Event Recognition Mar 1, 2018 Activity Recognition Human Activity Recognition
Code Code Available Scalable Label Propagation for Multi-relational Learning on the Tensor Product of Graphs Feb 20, 2018 Knowledge Graphs Relational Reasoning
Code Code Available TransRev: Modeling Reviews as Translations from Users to Items Jan 30, 2018 Product Recommendation Recommendation Systems
— Unverified Finding ReMO (Related Memory Object): A Simple Neural Architecture for Text based Reasoning Jan 25, 2018 Question Answering Relation
— Unverified Active Learning of Strict Partial Orders: A Case Study on Concept Prerequisite Relations Jan 19, 2018 Active Learning General Classification
— Unverified Recurrent Relational Networks for complex relational reasoning Jan 1, 2018 Relational Reasoning
Code Code Available RelNN: A Deep Neural Model for Relational Learning Dec 7, 2017 model regression
Code Code Available Broadcasting Convolutional Network for Visual Relational Reasoning Dec 7, 2017 Relation Relational Reasoning
— Unverified Temporal Relational Reasoning in Videos Nov 22, 2017 Action Classification Action Recognition
Code Code Available Recurrent Relational Networks Nov 21, 2017 Diagnostic Question Answering
Code Code Available Tensor Decompositions for Modeling Inverse Dynamics Nov 13, 2017 Knowledge Graphs Multi-class Classification
— Unverified 