| Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images | Aug 9, 2020 | AnatomyAnomaly Detection | CodeCode Available | 1 |
| Scene Segmentation with Dual Relation-aware Attention Network | Aug 5, 2020 | RelationScene Segmentation | CodeCode Available | 1 |
| Mining Inter-Video Proposal Relations for Video Object Detection | Aug 1, 2020 | Objectobject-detection | CodeCode Available | 1 |
| Learning Object Relation Graph and Tentative Policy for Visual Navigation | Jul 21, 2020 | Imitation LearningRelation | CodeCode Available | 1 |
| Visual Relation Grounding in Videos | Jul 17, 2020 | Question AnsweringRelation | CodeCode Available | 1 |
| Graph-Based Social Relation Reasoning | Jul 15, 2020 | RelationRelational Reasoning | CodeCode Available | 1 |
| EPI-based Oriented Relation Networks for Light Field Depth Estimation | Jul 9, 2020 | Data AugmentationDepth Estimation | CodeCode Available | 1 |
| Few-shot Relation Extraction via Bayesian Meta-learning on Relation Graphs | Jul 5, 2020 | Graph Neural NetworkMeta-Learning | CodeCode Available | 1 |
| Pynsett: A programmable relation extractor | Jul 4, 2020 | RelationRelation Extraction | CodeCode Available | 1 |
| Relation-Aware Transformer for Portfolio Policy Learning | Jul 1, 2020 | Deep Reinforcement LearningRelation | CodeCode Available | 1 |
| Relation-Aware Collaborative Learning for Unified Aspect-Based Sentiment Analysis | Jul 1, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Asking Effective and Diverse Questions: A Machine Reading Comprehension based Framework for Joint Entity-Relation Extraction | Jul 1, 2020 | DiversityMachine Reading Comprehension | CodeCode Available | 1 |
| Synchronous Double-channel Recurrent Network for Aspect-Opinion Pair Extraction | Jul 1, 2020 | Entity Extraction using GANOpinion Mining | CodeCode Available | 1 |
| A Relation-Specific Attention Network for Joint Entity and Relation Extraction | Jul 1, 2020 | Joint Entity and Relation ExtractionRelation | CodeCode Available | 1 |
| Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link Prediction | Jul 1, 2020 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| A Simple Approach to Case-Based Reasoning in Knowledge Bases | Jun 25, 2020 | Knowledge GraphsMeta-Learning | CodeCode Available | 1 |
| Actor-Context-Actor Relation Network for Spatio-Temporal Action Localization | Jun 14, 2020 | Action DetectionAction Localization | CodeCode Available | 1 |
| Relation of the Relations: A New Paradigm of the Relation Extraction Problem | Jun 5, 2020 | RelationRelation Extraction | CodeCode Available | 1 |
| A Data-driven Approach for Noise Reduction in Distantly Supervised Biomedical Relation Extraction | May 26, 2020 | Knowledge Graph CompletionMultiple Instance Learning | CodeCode Available | 1 |
| Semi-supervised Medical Image Classification with Relation-driven Self-ensembling Model | May 15, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| In Layman's Terms: Semi-Open Relation Extraction from Scientific Texts | May 15, 2020 | RelationRelation Extraction | CodeCode Available | 1 |
| Reasoning with Latent Structure Refinement for Document-Level Relation Extraction | May 13, 2020 | Document-level Relation ExtractionRelation | CodeCode Available | 1 |
| Rationalizing Medical Relation Prediction from Corpus-level Statistics | May 2, 2020 | Decision MakingPrediction | CodeCode Available | 1 |
| Alleviating the Inconsistency Problem of Applying Graph Neural Network to Fraud Detection | May 1, 2020 | Fraud DetectionGraph Neural Network | CodeCode Available | 1 |
| TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction Task | Apr 30, 2020 | RelationRelation Extraction | CodeCode Available | 1 |
| Revisiting Unsupervised Relation Extraction | Apr 30, 2020 | Inductive BiasRelation | CodeCode Available | 1 |
| On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification | Apr 27, 2020 | Discourse ParsingGeneral Classification | CodeCode Available | 1 |
| A Relation Spectrum Inheriting Taylor Series: Muscle Synergy and Coupling for Hand | Apr 25, 2020 | MathRelation | CodeCode Available | 1 |
| TransEdge: Translating Relation-contextualized Embeddings for Knowledge Graphs | Apr 22, 2020 | Entity AlignmentEntity Embeddings | CodeCode Available | 1 |
| Dialogue-Based Relation Extraction | Apr 17, 2020 | Dialog Relation ExtractionRelation | CodeCode Available | 1 |
| Probing Linguistic Features of Sentence-Level Representations in Neural Relation Extraction | Apr 17, 2020 | RelationRelation Extraction | CodeCode Available | 1 |
| Relation Transformer Network | Apr 13, 2020 | DecoderGraph Generation | CodeCode Available | 1 |
| Downstream Model Design of Pre-trained Language Model for Relation Extraction Task | Apr 8, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| SelfORE: Self-supervised Relational Feature Learning for Open Relation Extraction | Apr 6, 2020 | ClusteringLanguage Modeling | CodeCode Available | 1 |
| Iterative Context-Aware Graph Inference for Visual Dialog | Apr 5, 2020 | Graph AttentionGraph Embedding | CodeCode Available | 1 |
| Top-Down RST Parsing Utilizing Granularity Levels in Documents | Apr 3, 2020 | Discourse ParsingRelation | CodeCode Available | 1 |
| Contextual Parameter Generation for Knowledge Graph Link Prediction | Apr 3, 2020 | Entity EmbeddingsLink Prediction | CodeCode Available | 1 |
| Graph Structured Network for Image-Text Matching | Apr 1, 2020 | AttributeCross-Modal Retrieval | CodeCode Available | 1 |
| DPGN: Distribution Propagation Graph Network for Few-shot Learning | Mar 31, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Evaluation of Parameterized Quantum Circuits: on the relation between classification accuracy, expressibility and entangling capability | Mar 22, 2020 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 1 |
| High-Order Information Matters: Learning Relation and Topology for Occluded Person Re-Identification | Mar 18, 2020 | Graph MatchingOccluded Person Re-Identification | CodeCode Available | 1 |
| Structured Domain Adaptation with Online Relation Regularization for Unsupervised Person Re-ID | Mar 14, 2020 | Domain AdaptationPerson Re-Identification | CodeCode Available | 1 |
| Hierarchical Human Parsing with Typed Part-Relation Reasoning | Mar 10, 2020 | Human ParsingRelation | CodeCode Available | 1 |
| Cascaded Human-Object Interaction Recognition | Mar 9, 2020 | Human-Object Interaction DetectionObject | CodeCode Available | 1 |
| Hierarchical Conditional Relation Networks for Video Question Answering | Feb 25, 2020 | Audio-Visual Question Answering (AVQA)Question Answering | CodeCode Available | 1 |
| Edge-Enhanced Graph Convolution Networks for Event Detection with Syntactic Relation | Feb 25, 2020 | Event DetectionRelation | CodeCode Available | 1 |
| Relational Message Passing for Knowledge Graph Completion | Feb 17, 2020 | Knowledge Graph CompletionRelation | CodeCode Available | 1 |
| Deeper Task-Specificity Improves Joint Entity and Relation Extraction | Feb 15, 2020 | Joint Entity and Relation ExtractionMulti-Task Learning | CodeCode Available | 1 |
| MRAEA: An Efficient and Robust Entity Alignment Approach for Cross-lingual Knowledge Graph | Feb 3, 2020 | Entity AlignmentEntity Embeddings | CodeCode Available | 1 |
| BiOnt: Deep Learning using Multiple Biomedical Ontologies for Relation Extraction | Jan 20, 2020 | Deep LearningRelation | CodeCode Available | 1 |
