| A Symbolic Character-Aware Model for Solving Geometry Problems | Aug 5, 2023 | MathMulti-Label Classification | CodeCode Available | 1 |
| Co-Learning Meets Stitch-Up for Noisy Multi-label Visual Recognition | Jul 3, 2023 | Learning with noisy labelsMulti-Label Classification | CodeCode Available | 1 |
| Weakly Supervised Multi-Label Classification of Full-Text Scientific Papers | Jun 24, 2023 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 |
| M-VAAL: Multimodal Variational Adversarial Active Learning for Downstream Medical Image Analysis Tasks | Jun 21, 2023 | Active LearningBrain Tumor Segmentation | CodeCode Available | 1 |
| Hierarchical Verbalizer for Few-Shot Hierarchical Text Classification | May 26, 2023 | ClassificationContrastive Learning | CodeCode Available | 1 |
| HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification | May 24, 2023 | Hierarchical Multi-label ClassificationMulti-Label Classification | CodeCode Available | 1 |
| An Exploration of Encoder-Decoder Approaches to Multi-Label Classification for Legal and Biomedical Text | May 9, 2023 | ClassificationDecoder | CodeCode Available | 1 |
| Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification | Apr 27, 2023 | Multi-Label Classification | CodeCode Available | 1 |
| How you feelin'? Learning Emotions and Mental States in Movie Scenes | Apr 12, 2023 | Emotion RecognitionMulti-Label Classification | CodeCode Available | 1 |
| Asymmetric Polynomial Loss For Multi-Label Classification | Apr 10, 2023 | Classificationimage-classification | CodeCode Available | 1 |
| Bridging the Gap between Model Explanations in Partially Annotated Multi-label Classification | Apr 4, 2023 | ClassificationMulti-Label Classification | CodeCode Available | 1 |
| Prior-RadGraphFormer: A Prior-Knowledge-Enhanced Transformer for Generating Radiology Graphs from X-Rays | Mar 24, 2023 | Decision MakingMedical Image Analysis | CodeCode Available | 1 |
| Frame-Level Multi-Label Playing Technique Detection Using Multi-Scale Network and Self-Attention Mechanism | Mar 23, 2023 | Instrument Playing Technique DetectionMulti-Label Classification | CodeCode Available | 1 |
| DICNet: Deep Instance-Level Contrastive Network for Double Incomplete Multi-View Multi-Label Classification | Mar 15, 2023 | Contrastive LearningMissing Labels | CodeCode Available | 1 |
| Incomplete Multi-View Multi-Label Learning via Label-Guided Masked View- and Category-Aware Transformers | Mar 13, 2023 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 |
| Extending global-local view alignment for self-supervised learning with remote sensing imagery | Mar 12, 2023 | Change DetectionContrastive Learning | CodeCode Available | 1 |
| Causality Compensated Attention for Contextual Biased Visual Recognition | Feb 25, 2023 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 |
| Cluster-Guided Label Generation in Extreme Multi-Label Classification | Feb 17, 2023 | ClassificationExtreme Multi-Label Classification | CodeCode Available | 1 |
| Towards Geospatial Foundation Models via Continual Pretraining | Feb 9, 2023 | Change DetectionContinual Pretraining | CodeCode Available | 1 |
| Two-Way Multi-Label Loss | Jan 1, 2023 | ClassificationMulti-Label Classification | CodeCode Available | 1 |
| YolOOD: Utilizing Object Detection Concepts for Multi-Label Out-of-Distribution Detection | Dec 5, 2022 | ClassificationMulti-class Classification | CodeCode Available | 1 |
| Multi-label Few-shot ICD Coding as Autoregressive Generation with Prompt | Nov 24, 2022 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 |
| PIDray: A Large-scale X-ray Benchmark for Real-World Prohibited Item Detection | Nov 19, 2022 | Binary ClassificationInstance Segmentation | CodeCode Available | 1 |
| Deep Smart Contract Intent Detection | Nov 19, 2022 | Intent DetectionMulti-Label Classification | CodeCode Available | 1 |
| Hyperparameter optimization in deep multi-target prediction | Nov 8, 2022 | AutoMLBenchmarking | CodeCode Available | 1 |
| Hierarchical Multi-Label Classification of Scientific Documents | Nov 5, 2022 | ClassificationHierarchical Multi-label Classification | CodeCode Available | 1 |
| ELIAS: End-to-End Learning to Index and Search in Large Output Spaces | Oct 16, 2022 | Extreme Multi-Label ClassificationMulti-Label Classification | CodeCode Available | 1 |
| Obj2Seq: Formatting Objects as Sequences with Class Prompt for Visual Tasks | Sep 28, 2022 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 |
| Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image Classification | Sep 14, 2022 | Binary ClassificationClassification | CodeCode Available | 1 |
| Self-Supervised Pyramid Representation Learning for Multi-Label Visual Analysis and Beyond | Aug 30, 2022 | Instance SegmentationMulti-Label Classification | CodeCode Available | 1 |
| K-MHaS: A Multi-label Hate Speech Detection Dataset in Korean Online News Comment | Aug 23, 2022 | Hate Speech DetectionMulti-Label Classification | CodeCode Available | 1 |
| ZLPR: A Novel Loss for Multi-label Classification | Aug 5, 2022 | ClassificationMulti-Label Classification | CodeCode Available | 1 |
| HiCu: Leveraging Hierarchy for Curriculum Learning in Automated ICD Coding | Aug 3, 2022 | Medical Code PredictionMulti-Label Classification | CodeCode Available | 1 |
| Large-Scale Product Retrieval with Weakly Supervised Representation Learning | Aug 1, 2022 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 |
| FLAIR: Federated Learning Annotated Image Repository | Jul 18, 2022 | Federated LearningMulti-Label Classification | CodeCode Available | 1 |
| Class-Incremental Lifelong Learning in Multi-Label Classification | Jul 16, 2022 | ClassificationLifelong learning | CodeCode Available | 1 |
| Multi-label Classification with High-rank and High-order Label Correlations | Jul 9, 2022 | Common Sense ReasoningMulti-Label Classification | CodeCode Available | 1 |
| Open-Vocabulary Multi-Label Classification via Multi-Modal Knowledge Transfer | Jul 5, 2022 | Image-text matchingKnowledge Distillation | CodeCode Available | 1 |
| SwinCheX: Multi-label classification on chest X-ray images with transformers | Jun 9, 2022 | BenchmarkingMulti-Label Classification | CodeCode Available | 1 |
| Large Loss Matters in Weakly Supervised Multi-Label Classification | Jun 8, 2022 | ClassificationMemorization | CodeCode Available | 1 |
| Semantic Probabilistic Layers for Neuro-Symbolic Learning | Jun 1, 2022 | Hierarchical Multi-label ClassificationLogical Reasoning | CodeCode Available | 1 |
| None Class Ranking Loss for Document-Level Relation Extraction | May 1, 2022 | Document-level Relation ExtractionEmotion Classification | CodeCode Available | 1 |
| CAVES: A Dataset to facilitate Explainable Classification and Summarization of Concerns towards COVID Vaccines | Apr 28, 2022 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 |
| HPT: Hierarchy-aware Prompt Tuning for Hierarchical Text Classification | Apr 28, 2022 | ClassificationLanguage Modeling | CodeCode Available | 1 |
| Are We Really Making Much Progress in Text Classification? A Comparative Review | Apr 8, 2022 | ClassificationDecoder | CodeCode Available | 1 |
| Integrative Few-Shot Learning for Classification and Segmentation | Mar 29, 2022 | ClassificationFew-Shot Classification and Segmentation | CodeCode Available | 1 |
| RankSeg: Adaptive Pixel Classification with Image Category Ranking for Segmentation | Mar 8, 2022 | ClassificationInstance Segmentation | CodeCode Available | 1 |
| Incorporating Hierarchy into Text Encoder: a Contrastive Learning Approach for Hierarchical Text Classification | Mar 8, 2022 | ClassificationContrastive Learning | CodeCode Available | 1 |
| Graph Attention Transformer Network for Multi-Label Image Classification | Mar 8, 2022 | ClassificationGraph Attention | CodeCode Available | 1 |
| GlideNet: Global, Local and Intrinsic based Dense Embedding NETwork for Multi-category Attributes Prediction | Mar 7, 2022 | AttributeMulti-Label Classification | CodeCode Available | 1 |
