Imagine, Reason and Write: Visual Storytelling with Graph Knowledge and Relational Reasoning May 18, 2021 Diversity Informativeness
— Unverified Relational Learning with Gated and Attentive Neighbor Aggregator for Few-Shot Knowledge Graph Completion Apr 27, 2021 Few-Shot Learning Knowledge Graph Completion
Code Code Available Agent-Centric Representations for Multi-Agent Reinforcement Learning Apr 19, 2021 Inductive Bias Multi-agent Reinforcement Learning
— Unverified Object-Centric Representation Learning for Video Question Answering Apr 12, 2021 Object Question Answering
— Unverified Unified Graph Structured Models for Video Understanding Mar 29, 2021 Action Detection Graph Classification
— Unverified Graph-based Facial Affect Analysis: A Review Mar 29, 2021 graph construction Relational Reasoning
— Unverified Prototypical Representation Learning for Relation Extraction Mar 22, 2021 Few-Shot Learning Relation
Code Code Available Automatic Generation of Contrast Sets from Scene Graphs: Probing the Compositional Consistency of GQA Mar 17, 2021 Question Answering Relational Reasoning
Code Code Available Inductive Relation Prediction by BERT Mar 12, 2021 Few-Shot Learning Inductive Learning
Code Code Available A Relational-learning Perspective to Multi-label Chest X-ray Classification Mar 10, 2021 Classification General Classification
— Unverified Learning Symbolic Operators for Task and Motion Planning Feb 28, 2021 Graph Neural Network Motion Planning
Code Code Available A Universal Model for Cross Modality Mapping by Relational Reasoning Feb 26, 2021 image-classification Image Classification
— Unverified Spatio-Temporal Graph Dual-Attention Network for Multi-Agent Prediction and Tracking Feb 18, 2021 Autonomous Vehicles Navigate
— Unverified A Statistical Relational Approach to Learning Distance-based GCNs Feb 13, 2021 Density Estimation Link Prediction
— Unverified Improving Scene Graph Classification by Exploiting Knowledge from Texts Feb 9, 2021 Classification General Classification
— Unverified Cross Chest Graph for Disease Diagnosis with Structural Relational Reasoning Jan 22, 2021 Attribute Decision Making
— Unverified Context Aware Group Activity Recognition Jan 1, 2021 Activity Recognition Group Activity Recognition
— Unverified HAIR: Hierarchical Visual-Semantic Relational Reasoning for Video Question Answering Jan 1, 2021 Question Answering Relational Reasoning
— Unverified Relational Learning with Variational Bayes Jan 1, 2021 Relational Reasoning
— Unverified GraphLog: A Benchmark for Measuring Logical Generalization in Graph Neural Networks Jan 1, 2021 Continual Learning Knowledge Graphs
Code Code Available Distributed Associative Memory Network with Association Reinforcing Loss Jan 1, 2021 Memorization Relational Reasoning
— Unverified Interpretable Reinforcement Learning With Neural Symbolic Logic Jan 1, 2021 Deep Reinforcement Learning Hierarchical Reinforcement Learning
— Unverified Graph Networks with Spectral Message Passing Dec 31, 2020 Molecular Property Prediction Property Prediction
— Unverified ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning Dec 30, 2020 Contrastive Learning Entity Typing
Code Code Available Logic Tensor Networks Dec 25, 2020 Clustering Multi-Label Classification
Code Code Available 