| A Hitchhikers Guide to Fine-Grained Face Forgery Detection Using Common Sense Reasoning | Oct 1, 2024 | Common Sense ReasoningDeepFake Detection | CodeCode Available | 1 | 5 |
| DICNet: Deep Instance-Level Contrastive Network for Double Incomplete Multi-View Multi-Label Classification | Mar 15, 2023 | Contrastive LearningMissing Labels | CodeCode Available | 1 | 5 |
| Can multi-label classification networks know what they don’t know? | May 21, 2021 | ClassificationMulti-class Classification | CodeCode Available | 1 | 5 |
| Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling | Oct 21, 2020 | Document-level Relation ExtractionMulti-Label Classification | CodeCode Available | 1 | 5 |
| Multi-label Classification with High-rank and High-order Label Correlations | Jul 9, 2022 | Common Sense ReasoningMulti-Label Classification | CodeCode Available | 1 | 5 |
| Multi-Label Classification with Label Graph Superimposing | Nov 21, 2019 | AttributeClassification | CodeCode Available | 1 | 5 |
| DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis Prediction | Oct 10, 2023 | ClassificationKnowledge Graphs | CodeCode Available | 1 | 5 |
| Multi-label Few-shot ICD Coding as Autoregressive Generation with Prompt | Nov 24, 2022 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 | 5 |
| Graph Attention Transformer Network for Multi-Label Image Classification | Mar 8, 2022 | ClassificationGraph Attention | CodeCode Available | 1 | 5 |
| Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets | Jul 19, 2020 | Binary ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Hierarchical Verbalizer for Few-Shot Hierarchical Text Classification | May 26, 2023 | ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| ECLARE: Extreme Classification with Label Graph Correlations | Jul 31, 2021 | ClassificationExtreme Multi-Label Classification | CodeCode Available | 1 | 5 |
| A data-centric approach for assessing progress of Graph Neural Networks | Jun 18, 2024 | ClassificationMulti-class Classification | CodeCode Available | 1 | 5 |
| Efficient and Scalable Estimation of Tool Representations in Vector Space | Sep 2, 2024 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 | 5 |
| Efficient Few-shot Learning for Multi-label Classification of Scientific Documents with Many Classes | Oct 8, 2024 | ArticlesClassification | CodeCode Available | 1 | 5 |
| M-VAAL: Multimodal Variational Adversarial Active Learning for Downstream Medical Image Analysis Tasks | Jun 21, 2023 | Active LearningBrain Tumor Segmentation | CodeCode Available | 1 | 5 |
| Emoji Prediction: Extensions and Benchmarking | Jul 14, 2020 | BenchmarkingMulti-Label Classification | CodeCode Available | 1 | 5 |
| Neural Networks Enhancement with Logical Knowledge | Sep 13, 2020 | Multi-Label Classification | CodeCode Available | 1 | 5 |
| A Symbolic Character-Aware Model for Solving Geometry Problems | Aug 5, 2023 | MathMulti-Label Classification | CodeCode Available | 1 | 5 |
| Asymmetric Loss For Multi-Label Classification | Sep 29, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Asymmetric Polynomial Loss For Multi-Label Classification | Apr 10, 2023 | Classificationimage-classification | CodeCode Available | 1 | 5 |
| 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 | 5 |
| None Class Ranking Loss for Document-Level Relation Extraction | May 1, 2022 | Document-level Relation ExtractionEmotion Classification | CodeCode Available | 1 | 5 |
| Obj2Seq: Formatting Objects as Sequences with Class Prompt for Visual Tasks | Sep 28, 2022 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 | 5 |
| ESC: Redesigning WSD with Extractive Sense Comprehension | Jun 1, 2021 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 | 5 |
| Supervised Learning and Large Language Model Benchmarks on Mental Health Datasets: Cognitive Distortions and Suicidal Risks in Chinese Social Media | Sep 7, 2023 | ClassificationLanguage Modeling | CodeCode Available | 1 | 5 |
| Gaussian Mixture Variational Autoencoder with Contrastive Learning for Multi-Label Classification | Dec 2, 2021 | Contrastive LearningMulti-Label Classification | CodeCode Available | 1 | 5 |
| Fixing Localization Errors to Improve Image Classification | Aug 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| BCAmirs at SemEval-2024 Task 4: Beyond Words: A Multimodal and Multilingual Exploration of Persuasion in Memes | Apr 3, 2024 | Caption GenerationHierarchical Multi-label Classification | CodeCode Available | 1 | 5 |
| FLAIR: Federated Learning Annotated Image Repository | Jul 18, 2022 | Federated LearningMulti-Label Classification | CodeCode Available | 1 | 5 |
| Towards Geospatial Foundation Models via Continual Pretraining | Feb 9, 2023 | Change DetectionContinual Pretraining | CodeCode Available | 1 | 5 |
| Exploration of Interpretability Techniques for Deep COVID-19 Classification using Chest X-ray Images | Jun 3, 2020 | COVID-19 DiagnosisGeneral Classification | CodeCode Available | 1 | 5 |
| Attention-Driven Dynamic Graph Convolutional Network for Multi-Label Image Recognition | Dec 5, 2020 | Multi-Label ClassificationMulti-Label Image Recognition | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Bridging the Gap between Model Explanations in Partially Annotated Multi-label Classification | Apr 4, 2023 | ClassificationMulti-Label Classification | CodeCode Available | 1 | 5 |
| Can multi-label classification networks know what they don't know? | Sep 29, 2021 | ClassificationMulti-class Classification | CodeCode Available | 1 | 5 |
| Category-Wise Fine-Tuning for Image Multi-label Classification with Partial Labels | Nov 27, 2023 | Binary ClassificationMulti-Label Classification | CodeCode Available | 1 | 5 |
| Causality Compensated Attention for Contextual Biased Visual Recognition | Feb 25, 2023 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 | 5 |
| Fast Network Embedding Enhancement via High Order Proximity Approximation | May 13, 2020 | Dimensionality ReductionLink Prediction | CodeCode Available | 1 | 5 |
| VALUED -- Vision and Logical Understanding Evaluation Dataset | Nov 21, 2023 | ClassificationMulti-Label Classification | CodeCode Available | 1 | 5 |
| CheXclusion: Fairness gaps in deep chest X-ray classifiers | Feb 14, 2020 | AllDiagnostic | CodeCode Available | 1 | 5 |
| HiCu: Leveraging Hierarchy for Curriculum Learning in Automated ICD Coding | Aug 3, 2022 | Medical Code PredictionMulti-Label Classification | CodeCode Available | 1 | 5 |
| Are We Really Making Much Progress in Text Classification? A Comparative Review | Apr 8, 2022 | ClassificationDecoder | CodeCode Available | 1 | 5 |
| Conditional Generation Net for Medication Recommendation | Feb 14, 2022 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 1 | 5 |
| Cluster-Guided Label Generation in Extreme Multi-Label Classification | Feb 17, 2023 | ClassificationExtreme Multi-Label Classification | CodeCode Available | 1 | 5 |
| How you feelin'? Learning Emotions and Mental States in Movie Scenes | Apr 12, 2023 | Emotion RecognitionMulti-Label Classification | CodeCode Available | 1 | 5 |
| Co-attention network with label embedding for text classification | Nov 4, 2021 | ClassificationMulti-class Classification | CodeCode Available | 1 | 5 |
| Coherent Hierarchical Multi-Label Classification Networks | Oct 20, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| ImageNet-21K Pretraining for the Masses | Apr 22, 2021 | Action RecognitionFine-Grained Image Classification | CodeCode Available | 1 | 5 |
| Prompt Tuned Embedding Classification for Multi-Label Industry Sector Allocation | Sep 21, 2023 | BenchmarkingClassification | CodeCode Available | 1 | 5 |
