| DeepCVA: Automated Commit-level Vulnerability Assessment with Deep Multi-task Learning | Aug 18, 2021 | Multi-Task Learning | CodeCode Available | 1 | 5 |
| Deeper Task-Specificity Improves Joint Entity and Relation Extraction | Feb 15, 2020 | Joint Entity and Relation ExtractionMulti-Task Learning | CodeCode Available | 1 | 5 |
| DeepMTS: Deep Multi-task Learning for Survival Prediction in Patients with Advanced Nasopharyngeal Carcinoma using Pretreatment PET/CT | Sep 16, 2021 | Computed Tomography (CT)Multi-Task Learning | CodeCode Available | 1 | 5 |
| Deep Multi-Task Learning for SSVEP Detection and Visual Response Mapping | Oct 10, 2020 | Electroencephalogram (EEG)Multi-Task Learning | CodeCode Available | 1 | 5 |
| Deep Learning for Automatic Pneumonia Detection | May 28, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 | 5 |
| Ask Your Humans: Using Human Instructions to Improve Generalization in Reinforcement Learning | Nov 1, 2020 | Multi-Task Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| A Comprehensive Evaluation of Multi-task Learning and Multi-task Pre-training on EHR Time-series Data | Jul 20, 2020 | Few-Shot LearningMulti-Task Learning | CodeCode Available | 1 | 5 |
| DESCN: Deep Entire Space Cross Networks for Individual Treatment Effect Estimation | Jul 19, 2022 | Causal InferenceMulti-Task Learning | CodeCode Available | 1 | 5 |
| APGL4SR: A Generic Framework with Adaptive and Personalized Global Collaborative Information in Sequential Recommendation | Nov 6, 2023 | Graph LearningMulti-Task Learning | CodeCode Available | 1 | 5 |
| A Dependency Syntactic Knowledge Augmented Interactive Architecture for End-to-End Aspect-based Sentiment Analysis | Apr 4, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| AutoMTL: A Programming Framework for Automating Efficient Multi-Task Learning | Oct 25, 2021 | Multi-Task Learning | CodeCode Available | 1 | 5 |
| Does Text Attract Attention on E-Commerce Images: A Novel Saliency Prediction Dataset and Method | Jan 1, 2022 | Multi-Task LearningSaliency Prediction | CodeCode Available | 1 | 5 |
| DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning | Jul 4, 2022 | AttributeContrastive Learning | CodeCode Available | 1 | 5 |
| Edge-MoE: Memory-Efficient Multi-Task Vision Transformer Architecture with Task-level Sparsity via Mixture-of-Experts | May 30, 2023 | CPUGPU | CodeCode Available | 1 | 5 |
| Audio-Visual Deception Detection: DOLOS Dataset and Parameter-Efficient Crossmodal Learning | Mar 9, 2023 | Deception DetectionMulti-Task Learning | CodeCode Available | 1 | 5 |
| Adversarial Multi-task Learning Enhanced Physics-informed Neural Networks for Solving Partial Differential Equations | Apr 29, 2021 | Multi-Task Learning | CodeCode Available | 1 | 5 |
| Acoustic Prompt Tuning: Empowering Large Language Models with Audition Capabilities | Nov 30, 2023 | Audio ClassificationFew-Shot Audio Classification | CodeCode Available | 1 | 5 |
| ATTEMPT: Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts | May 24, 2022 | Few-Shot LearningLanguage Modelling | CodeCode Available | 1 | 5 |
| Automatic Severity Classification of Dysarthric speech by using Self-supervised Model with Multi-task Learning | Oct 27, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| Encoding formulas as deep networks: Reinforcement learning for zero-shot execution of LTL formulas | Jun 1, 2020 | MinecraftMulti-Task Learning | CodeCode Available | 1 | 5 |
| A Unified Object Motion and Affinity Model for Online Multi-Object Tracking | Mar 25, 2020 | Metric LearningMulti-Object Tracking | CodeCode Available | 1 | 5 |
| End-to-end Emotion-Cause Pair Extraction via Learning to Link | Feb 25, 2020 | BenchmarkingEmotion Cause Extraction | CodeCode Available | 1 | 5 |
| A Paragraph-level Multi-task Learning Model for Scientific Fact-Verification | Dec 28, 2020 | Fact VerificationMisinformation | CodeCode Available | 1 | 5 |
| Auto-Lambda: Disentangling Dynamic Task Relationships | Feb 7, 2022 | Auxiliary LearningMeta-Learning | CodeCode Available | 1 | 5 |
| ENHANCE (ENriching Health data by ANnotations of Crowd and Experts): A case study for skin lesion classification | Jul 27, 2021 | DiagnosticLesion Classification | CodeCode Available | 1 | 5 |
| Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task Learning | Jun 6, 2021 | DiversityMulti Label Text Classification | CodeCode Available | 1 | 5 |
| APE: Argument Pair Extraction from Peer Review and Rebuttal via Multi-task Learning | Nov 1, 2020 | Argument Pair Extraction (APE)Multi-Task Learning | CodeCode Available | 1 | 5 |
| FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking | Apr 4, 2020 | FairnessMulti-Object Tracking | CodeCode Available | 1 | 5 |
| DaWin: Training-free Dynamic Weight Interpolation for Robust Adaptation | Oct 3, 2024 | Multi-Task LearningObject Recognition | CodeCode Available | 1 | 5 |
| AdaMSS: Adaptive Multi-Modality Segmentation-to-Survival Learning for Survival Outcome Prediction from PET/CT Images | May 17, 2023 | Multi-Task LearningPrediction | CodeCode Available | 1 | 5 |
| Explain and Predict, and then Predict Again | Jan 11, 2021 | Explanation GenerationFact Verification | CodeCode Available | 1 | 5 |
| Specialty-Oriented Generalist Medical AI for Chest CT Screening | Apr 3, 2023 | Disease PredictionLung Cancer Diagnosis | CodeCode Available | 1 | 5 |
| CTIN: Robust Contextual Transformer Network for Inertial Navigation | Dec 3, 2021 | DecoderMulti-Task Learning | CodeCode Available | 1 | 5 |
| Curriculum-based Asymmetric Multi-task Reinforcement Learning | Nov 7, 2022 | Multi-Task Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Anomaly Detection in Video via Self-Supervised and Multi-Task Learning | Nov 15, 2020 | Abnormal Event Detection In VideoAnomaly Detection | CodeCode Available | 1 | 5 |
| Achelous++: Power-Oriented Water-Surface Panoptic Perception Framework on Edge Devices based on Vision-Radar Fusion and Pruning of Heterogeneous Modalities | Dec 14, 2023 | Autonomous NavigationMulti-Task Learning | CodeCode Available | 1 | 5 |
| CSI-Bench: A Large-Scale In-the-Wild Dataset for Multi-task WiFi Sensing | May 28, 2025 | Multi-Task LearningPrivacy Preserving | CodeCode Available | 1 | 5 |
| Customizing Language Models with Instance-wise LoRA for Sequential Recommendation | Aug 19, 2024 | Mixture-of-ExpertsMulti-Task Learning | CodeCode Available | 1 | 5 |
| An Investigation of End-to-End Models for Robust Speech Recognition | Feb 11, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| AdaTT: Adaptive Task-to-Task Fusion Network for Multitask Learning in Recommendations | Apr 11, 2023 | Multi-Task Learning | CodeCode Available | 1 | 5 |
| COVID-CT-Dataset: A CT Scan Dataset about COVID-19 | Mar 30, 2020 | Computed Tomography (CT)COVID-19 Diagnosis | CodeCode Available | 1 | 5 |
| Annotating Columns with Pre-trained Language Models | Apr 5, 2021 | Columns Property AnnotationColumn Type Annotation | CodeCode Available | 1 | 5 |
| Accurate Emotion Strength Assessment for Seen and Unseen Speech Based on Data-Driven Deep Learning | Jun 15, 2022 | AttributeEmotion Classification | CodeCode Available | 1 | 5 |
| CoTexT: Multi-task Learning with Code-Text Transformer | May 18, 2021 | Code GenerationCode Summarization | CodeCode Available | 1 | 5 |
| DenseMTL: Cross-task Attention Mechanism for Dense Multi-task Learning | Jun 17, 2022 | 2D Semantic SegmentationDepth Estimation | CodeCode Available | 1 | 5 |
| Cyclic Learning: Bridging Image-level Labels and Nuclei Instance Segmentation | Jun 5, 2023 | Instance SegmentationMulti-Task Learning | CodeCode Available | 1 | 5 |
| AdaRank: Adaptive Rank Pruning for Enhanced Model Merging | Mar 28, 2025 | Computational Efficiencymodel | CodeCode Available | 1 | 5 |
| Continued Pretraining for Better Zero- and Few-Shot Promptability | Oct 19, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Continuous Urban Change Detection from Satellite Image Time Series with Temporal Feature Refinement and Multi-Task Integration | Jun 25, 2024 | Change DetectionMulti-Task Learning | CodeCode Available | 1 | 5 |
| Adaptive Transfer Learning on Graph Neural Networks | Jul 19, 2021 | Meta-LearningMulti-Task Learning | CodeCode Available | 1 | 5 |
