| Domain Adaptation with Representation Learning and Nonlinear Relation for Time Series | Feb 15, 2022 | Activity RecognitionDomain Adaptation | CodeCode Available | 0 |
| Texture Aware Autoencoder Pre-training And Pairwise Learning Refinement For Improved Iris Recognition | Feb 15, 2022 | DenoisingIris Recognition | —Unverified | 0 |
| Towards Effective Multi-Task Interaction for Entity-Relation Extraction: A Unified Framework with Selection Recurrent Network | Feb 15, 2022 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Modeling Intention, Emotion and External World in Dialogue Systems | Feb 14, 2022 | Relation | —Unverified | 0 |
| Improving Fraud Detection via Hierarchical Attention-based Graph Neural Network | Feb 12, 2022 | Fraud DetectionGraph Neural Network | —Unverified | 0 |
| ACORT: A Compact Object Relation Transformer for Parameter Efficient Image Captioning | Feb 11, 2022 | Image CaptioningRelation | CodeCode Available | 1 |
| Multi-relation Message Passing for Multi-label Text Classification | Feb 10, 2022 | Classificationimage-classification | CodeCode Available | 0 |
| DeepDrug: A General Graph-Based Deep Learning Framework for Drug Relation Prediction | Feb 10, 2022 | RelationRelation Prediction | CodeCode Available | 1 |
| DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generation Models | Feb 8, 2022 | DiagnosticImage Captioning | CodeCode Available | 3 |
| Approximate Bisimulation Relations for Neural Networks and Application to Assured Neural Network Compression | Feb 2, 2022 | Neural Network CompressionRelation | —Unverified | 0 |
| Towards a Theoretical Understanding of Word and Relation Representation | Feb 1, 2022 | Knowledge GraphsRelation | —Unverified | 0 |
| Graph-Based Stock Recommendation by Time-Aware Relational Attention Network | Feb 1, 2022 | RelationStock Prediction | CodeCode Available | 1 |
| Compositional Multi-Object Reinforcement Learning with Linear Relation Networks | Jan 31, 2022 | Graph Neural NetworkObject | —Unverified | 0 |
| RelTR: Relation Transformer for Scene Graph Generation | Jan 27, 2022 | DecoderGraph Generation | CodeCode Available | 2 |
| RTNet: Relation Transformer Network for Diabetic Retinopathy Multi-lesion Segmentation | Jan 26, 2022 | Lesion DetectionLesion Segmentation | —Unverified | 0 |
| Jointly Learning Knowledge Embedding and Neighborhood Consensus with Relational Knowledge Distillation for Entity Alignment | Jan 25, 2022 | BenchmarkingEntity Alignment | —Unverified | 0 |
| Conceptor Learning for Class Activation Mapping | Jan 21, 2022 | Relation | —Unverified | 0 |
| RGL: A Simple yet Effective Relation Graph Augmented Prompt-based Tuning Approach for Few-Shot Learning | Jan 16, 2022 | Few-Shot LearningLink Prediction | CodeCode Available | 0 |
| Unsupervised Common Sense Relation Extraction | Jan 16, 2022 | Common Sense ReasoningRelation | —Unverified | 0 |
| A Dataset for N-ary Relation Extraction of Drug Combinations | Jan 16, 2022 | RelationRelation Extraction | —Unverified | 0 |
| A Text-Image Pair Is not Enough: Language-Vision Relation Inference with Auxiliary Modality Translation | Jan 16, 2022 | Cross-Modal Retrievalimage-classification | —Unverified | 0 |
| Great~Truths~are ~Always ~Simple: A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models | Jan 16, 2022 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 |
| A Cueing Strategy with Prompt Tuning for Relation Extraction | Jan 16, 2022 | RelationRelation Extraction | —Unverified | 0 |
| Hierarchical Relation-Guided Type-Sentence Alignment for Long-Tail Relation Extraction with Distant Supervision | Jan 16, 2022 | AttributeKnowledge Graphs | —Unverified | 0 |
| Meta-CQG: A Meta-Learning Framework for Complex Question Generation over Knowledge Graph | Jan 16, 2022 | DecoderMeta-Learning | —Unverified | 0 |
