| A Unified Object Motion and Affinity Model for Online Multi-Object Tracking | Mar 25, 2020 | Metric LearningMulti-Object Tracking | CodeCode Available | 1 |
| MRI-based Multi-task Decoupling Learning for Alzheimer's Disease Detection and MMSE Score Prediction: A Multi-site Validation | Apr 2, 2022 | Alzheimer's Disease DetectionFeature Correlation | CodeCode Available | 1 |
| MTC: A Multi-Task Model for Encrypted Network Traffic Classification Based on Transformer and 1D-CNN | Apr 29, 2023 | Multi-Task LearningTraffic Classification | CodeCode Available | 1 |
| A Unified Span-Based Approach for Opinion Mining with Syntactic Constituents | Jun 1, 2021 | Multi-Task LearningOpinion Mining | CodeCode Available | 1 |
| MTI-Net: Multi-Scale Task Interaction Networks for Multi-Task Learning | Jan 19, 2020 | Multi-Task LearningSemantic Segmentation | CodeCode Available | 1 |
| MTLB-STRUCT @PARSEME 2020: Capturing Unseen Multiword Expressions Using Multi-task Learning and Pre-trained Masked Language Models | Nov 4, 2020 | Multi-Task Learning | CodeCode Available | 1 |
| CaSiNo: A Corpus of Campsite Negotiation Dialogues for Automatic Negotiation Systems | Mar 29, 2021 | Multi-Task LearningPersuasion Strategies | CodeCode Available | 1 |
| COVID-CT-Dataset: A CT Scan Dataset about COVID-19 | Mar 30, 2020 | Computed Tomography (CT)COVID-19 Diagnosis | CodeCode Available | 1 |
| Multi-Behavior Recommendation with Personalized Directed Acyclic Behavior Graphs | Dec 9, 2024 | BenchmarkingComputational Efficiency | CodeCode Available | 1 |
| Auto-Lambda: Disentangling Dynamic Task Relationships | Feb 7, 2022 | Auxiliary LearningMeta-Learning | CodeCode Available | 1 |
| Adjacency List Oriented Relational Fact Extraction via Adaptive Multi-task Learning | Jun 3, 2021 | Multi-Task LearningRelation Extraction | CodeCode Available | 1 |
| Causal Inference for Chatting Handoff | Oct 6, 2022 | Causal InferenceChatbot | CodeCode Available | 1 |
| Multi-Granularity Guided Fusion-in-Decoder | Apr 3, 2024 | DecoderMulti-Task Learning | CodeCode Available | 1 |
| Multi-Loss Weighting with Coefficient of Variations | Sep 3, 2020 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 |
| CentralNet: a Multilayer Approach for Multimodal Fusion | Aug 22, 2018 | Multi-Task Learning | CodeCode Available | 1 |
| CERBERUS: Simple and Effective All-In-One Automotive Perception Model with Multi Task Learning | Oct 3, 2022 | AllMulti-Task Learning | CodeCode Available | 1 |
| A Multi-Task Learning Approach to Linear Multivariate Forecasting | Feb 5, 2025 | Multi-Task Learning | CodeCode Available | 1 |
| Multi-Task Corrupted Prediction for Learning Robust Audio-Visual Speech Representation | Jan 23, 2025 | Audio-Visual Speech RecognitionMulti-Task Learning | CodeCode Available | 1 |
| CSI-Bench: A Large-Scale In-the-Wild Dataset for Multi-task WiFi Sensing | May 28, 2025 | Multi-Task LearningPrivacy Preserving | CodeCode Available | 1 |
| Multi-task Heterogeneous Graph Learning on Electronic Health Records | Aug 14, 2024 | Causal InferenceDenoising | CodeCode Available | 1 |
| An Empirical Study on Robustness to Spurious Correlations using Pre-trained Language Models | Jul 14, 2020 | DiversityMulti-Task Learning | CodeCode Available | 1 |
| Multi-task Learning Approach for Automatic Modulation and Wireless Signal Classification | Jan 25, 2021 | General ClassificationManagement | CodeCode Available | 1 |
| Multi-Task Learning for Depression Detection in Dialogs | Jul 21, 2022 | Depression DetectionMulti-Task Learning | CodeCode Available | 1 |
| 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 |
| AutoMTL: A Programming Framework for Automating Efficient Multi-Task Learning | Oct 25, 2021 | Multi-Task Learning | CodeCode Available | 1 |
| Multi-Task Learning for Interpretable Weakly Labelled Sound Event Detection | Aug 17, 2020 | Event DetectionMultiple Instance Learning | CodeCode Available | 1 |
| Multi-task Learning for Radar Signal Characterisation | Jun 19, 2023 | ClassificationManagement | CodeCode Available | 1 |
| Multi-Task Learning for Routing Problem with Cross-Problem Zero-Shot Generalization | Feb 23, 2024 | AttributeCombinatorial Optimization | CodeCode Available | 1 |
| Multi-Task Learning of Object State Changes from Uncurated Videos | Nov 24, 2022 | Multi-Task LearningObject | CodeCode Available | 1 |
| Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics | May 19, 2017 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| Continued Pretraining for Better Zero- and Few-Shot Promptability | Oct 19, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Multi-Task Learning with User Preferences: Gradient Descent with Controlled Ascent in Pareto Optimization | Jan 1, 2020 | Multi-Task Learning | CodeCode Available | 1 |
| Multi-Task Recommendations with Reinforcement Learning | Feb 7, 2023 | Multi-Task LearningRecommendation Systems | CodeCode Available | 1 |
| Multi-Task Reinforcement Learning with Context-based Representations | Feb 11, 2021 | Multi-Task Learningreinforcement-learning | CodeCode Available | 1 |
| 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 |
| AV-RIR: Audio-Visual Room Impulse Response Estimation | Nov 30, 2023 | Multi-Task LearningRoom Impulse Response (RIR) | CodeCode Available | 1 |
| A Multi-Task Learning Framework for Multi-Target Stance Detection | Aug 1, 2021 | Multi-Task LearningStance Detection | CodeCode Available | 1 |
| Wojood: Nested Arabic Named Entity Corpus and Recognition using BERT | May 19, 2022 | Multi-Task Learningnamed-entity-recognition | CodeCode Available | 1 |
| An Empirical Study on Channel Effects for Synthetic Voice Spoofing Countermeasure Systems | Apr 3, 2021 | Data AugmentationMulti-Task Learning | CodeCode Available | 1 |
| NeuS: Neutral Multi-News Summarization for Mitigating Framing Bias | Apr 11, 2022 | ArticlesDecoder | CodeCode Available | 1 |
| A Multi-task Learning Framework for Opinion Triplet Extraction | Oct 4, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Non-Contact Health Monitoring During Daily Personal Care Routines | Jun 11, 2025 | Heart rate estimationMulti-Task Learning | CodeCode Available | 1 |
| Bayesian Uncertainty for Gradient Aggregation in Multi-Task Learning | Feb 6, 2024 | Bayesian InferenceMulti-Task Learning | CodeCode Available | 1 |
| OFVL-MS: Once for Visual Localization across Multiple Indoor Scenes | Aug 23, 2023 | Multi-Task LearningVisual Localization | CodeCode Available | 1 |
| One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification | Feb 28, 2022 | AllCell Detection | CodeCode Available | 1 |
| Continual Learning in Task-Oriented Dialogue Systems | Dec 31, 2020 | Continual LearningIntent Recognition | CodeCode Available | 1 |
| Copolymer Informatics with Multi-Task Deep Neural Networks | Mar 25, 2021 | Meta-LearningMulti-Task Learning | CodeCode Available | 1 |
| CTIN: Robust Contextual Transformer Network for Inertial Navigation | Dec 3, 2021 | DecoderMulti-Task Learning | CodeCode Available | 1 |
| PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance | Oct 17, 2022 | Code GenerationConversational Question Answering | CodeCode Available | 1 |
| An Empirical Study of Multi-Task Learning on BERT for Biomedical Text Mining | May 6, 2020 | Multi-Task Learningnamed-entity-recognition | CodeCode Available | 1 |
