Relational program synthesis with numerical reasoning Oct 3, 2022 Inductive logic programming Program Synthesis
Code Code Available Cross-Modal Causal Relational Reasoning for Event-Level Visual Question Answering Jul 26, 2022 Causal Inference Question Answering
Code Code Available Semantic Novelty Detection via Relational Reasoning Jul 18, 2022 Autonomous Driving Edge-computing
Code Code Available Video Dialog as Conversation about Objects Living in Space-Time Jul 8, 2022 Object Relational Reasoning
Code Code Available Specializing Pre-trained Language Models for Better Relational Reasoning via Network Pruning Jul 1, 2022 Network Pruning Relational Reasoning
Code Code Available Computer-aided Tuberculosis Diagnosis with Attribute Reasoning Assistance Jul 1, 2022 Attribute Relational Reasoning
Code Code Available Dynamic-Group-Aware Networks for Multi-Agent Trajectory Prediction with Relational Reasoning Jun 27, 2022 Diversity Prediction
Code Code Available GroupNet: Multiscale Hypergraph Neural Networks for Trajectory Prediction with Relational Reasoning Apr 19, 2022 Prediction Relational Reasoning
Code Code Available Learning to Reason Deductively: Math Word Problem Solving as Complex Relation Extraction Mar 19, 2022 Math Math Word Problem Solving
Code Code Available DARER: Dual-task Temporal Relational Recurrent Reasoning Network for Joint Dialog Sentiment Classification and Act Recognition Mar 8, 2022 Dialog Act Classification GPU
Code Code Available Global-Reasoned Multi-Task Learning Model for Surgical Scene Understanding Jan 28, 2022 Graph Attention Knowledge Distillation
Code Code Available CORE-Text: Improving Scene Text Detection with Contrastive Relational Reasoning Dec 14, 2021 Relation Relational Reasoning
Code Code Available COMPOSER: Compositional Reasoning of Group Activity in Videos with Keypoint-Only Modality Dec 11, 2021 Activity Recognition Group Activity Recognition
Code Code Available Systematic Generalization with Edge Transformers Dec 1, 2021 Dependency Parsing Natural Language Understanding
Code Code Available Topological Relational Learning on Graphs Oct 29, 2021 Graph Classification Node Classification
Code Code Available RRNet: Relational Reasoning Network with Parallel Multi-scale Attention for Salient Object Detection in Optical Remote Sensing Images Oct 27, 2021 object-detection Object Detection
Code Code Available Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations Oct 6, 2021 Graph Representation Learning Knowledge Base Completion
Code Code Available DualVGR: A Dual-Visual Graph Reasoning Unit for Video Question Answering Jul 10, 2021 Graph Attention Question Answering
Code Code Available Relational VAE: A Continuous Latent Variable Model for Graph Structured Data Jun 30, 2021 Meta-Learning Relational Reasoning
Code Code Available 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 Prototypical Representation Learning for Relation Extraction Mar 22, 2021 Few-Shot Learning Relation
Code Code Available Inductive Relation Prediction by BERT Mar 12, 2021 Few-Shot Learning Inductive Learning
Code Code Available Learning Symbolic Operators for Task and Motion Planning Feb 28, 2021 Graph Neural Network Motion Planning
Code Code Available GraphLog: A Benchmark for Measuring Logical Generalization in Graph Neural Networks Jan 1, 2021 Continual Learning Knowledge Graphs
Code Code Available ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning Dec 30, 2020 Contrastive Learning Entity Typing
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