| Relation-Aware Collaborative Learning for Unified Aspect-Based Sentiment Analysis | Jul 1, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| Bayesian Uncertainty for Gradient Aggregation in Multi-Task Learning | Feb 6, 2024 | Bayesian InferenceMulti-Task Learning | CodeCode Available | 1 | 5 |
| End-to-end Autonomous Driving with Semantic Depth Cloud Mapping and Multi-agent | Apr 12, 2022 | Autonomous DrivingMulti-Task Learning | CodeCode Available | 1 | 5 |
| Representation Surgery for Multi-Task Model Merging | Feb 5, 2024 | Computational Efficiencymodel | CodeCode Available | 1 | 5 |
| An Empirical Study on Robustness to Spurious Correlations using Pre-trained Language Models | Jul 14, 2020 | DiversityMulti-Task Learning | CodeCode Available | 1 | 5 |
| A Simple and Efficient Multi-Task Learning Approach for Conditioned Dialogue Generation | Oct 21, 2020 | Dialogue GenerationLanguage Modelling | CodeCode Available | 1 | 5 |
| Cascading Residual Graph Convolutional Network for Multi-Behavior Recommendation | May 26, 2022 | Multi-Task Learning | CodeCode Available | 1 | 5 |
| R-LoRA: Random Initialization of Multi-Head LoRA for Multi-Task Learning | Feb 21, 2025 | Multi-Task Learningparameter-efficient fine-tuning | CodeCode Available | 1 | 5 |
| Generalized Multi-Task Learning from Substantially Unlabeled Multi-Source Medical Image Data | Oct 25, 2021 | Multi-Task LearningSegmentation | CodeCode Available | 1 | 5 |
| Robust Multi-Task Learning and Online Refinement for Spacecraft Pose Estimation across Domain Gap | Mar 8, 2022 | Multi-Task LearningPose Estimation | CodeCode Available | 1 | 5 |
| Improving End-to-End Task-Oriented Dialog System with A Simple Auxiliary Task | Nov 1, 2021 | Domain AdaptationMulti-Task Learning | CodeCode Available | 1 | 5 |
| RRPN++: Guidance Towards More Accurate Scene Text Detection | Sep 28, 2020 | Multi-Task LearningScene Text Detection | CodeCode Available | 1 | 5 |
| An Empirical Study on Channel Effects for Synthetic Voice Spoofing Countermeasure Systems | Apr 3, 2021 | Data AugmentationMulti-Task Learning | CodeCode Available | 1 | 5 |
| CERBERUS: Simple and Effective All-In-One Automotive Perception Model with Multi Task Learning | Oct 3, 2022 | AllMulti-Task Learning | CodeCode Available | 1 | 5 |
| Searching for Effective Neural Network Architectures for Heart Murmur Detection from Phonocardiogram | Mar 6, 2023 | Model SelectionMulti-Task Learning | CodeCode Available | 1 | 5 |
| Beyond expectation: Deep joint mean and quantile regression for spatio-temporal problems | Aug 27, 2018 | Multi-Task Learningquantile regression | 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 |
| Global and Local Hierarchy-aware Contrastive Framework for Implicit Discourse Relation Recognition | Nov 25, 2022 | Contrastive LearningMulti-Task Learning | CodeCode Available | 1 | 5 |
| GlycanML: A Multi-Task and Multi-Structure Benchmark for Glycan Machine Learning | May 25, 2024 | Multi-Task LearningPrediction | CodeCode Available | 1 | 5 |
| Global-Reasoned Multi-Task Learning Model for Surgical Scene Understanding | Jan 28, 2022 | Graph AttentionKnowledge Distillation | CodeCode Available | 1 | 5 |
| A Multi-view Multi-task Learning Framework for Multi-variate Time Series Forecasting | Sep 2, 2021 | AttributeMulti-Task Learning | CodeCode Available | 1 | 5 |
| Improving AMR Parsing with Sequence-to-Sequence Pre-training | Oct 5, 2020 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 1 | 5 |
| Improving evidential deep learning via multi-task learning | Dec 17, 2021 | Deep LearningMulti-Task Learning | CodeCode Available | 1 | 5 |
| Bi-Directional Attention for Joint Instance and Semantic Segmentation in Point Clouds | Mar 11, 2020 | Instance SegmentationMulti-Task Learning | CodeCode Available | 1 | 5 |
| Improving Semi-Supervised and Domain-Adaptive Semantic Segmentation with Self-Supervised Depth Estimation | Aug 28, 2021 | Data AugmentationDepth Estimation | CodeCode Available | 1 | 5 |
| Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models | Oct 12, 2020 | Machine TranslationMulti-Task Learning | CodeCode Available | 1 | 5 |
| An Empirical Study of Multi-Task Learning on BERT for Biomedical Text Mining | May 6, 2020 | Multi-Task Learningnamed-entity-recognition | CodeCode Available | 1 | 5 |
| Camera Calibration through Camera Projection Loss | Oct 7, 2021 | 3D ReconstructionAutonomous Driving | CodeCode Available | 1 | 5 |
| Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based Recommendation | Oct 8, 2021 | Graph Neural NetworkMulti-Task Learning | CodeCode Available | 1 | 5 |
| Hierarchical Multi-Label Classification of Scientific Documents | Nov 5, 2022 | ClassificationHierarchical Multi-label Classification | CodeCode Available | 1 | 5 |
| Image-Based and Partially Categorical Annotating Approach for Pedestrian Attribute Recognition | Feb 28, 2023 | AttributeMulti-Task Learning | CodeCode Available | 1 | 5 |
| Sonicverse: A Multisensory Simulation Platform for Embodied Household Agents that See and Hear | Jun 1, 2023 | Multi-Task LearningVisual Navigation | CodeCode Available | 1 | 5 |
| BioREx: Improving Biomedical Relation Extraction by Leveraging Heterogeneous Datasets | Jun 19, 2023 | graph constructionMulti-Task Learning | CodeCode Available | 1 | 5 |
| GS-Phong: Meta-Learned 3D Gaussians for Relightable Novel View Synthesis | May 31, 2024 | Bilevel OptimizationMeta-Learning | CodeCode Available | 1 | 5 |
| SpeechNet: A Universal Modularized Model for Speech Processing Tasks | May 7, 2021 | Multi-Task Learning | CodeCode Available | 1 | 5 |
| BoIR: Box-Supervised Instance Representation for Multi-Person Pose Estimation | Sep 25, 2023 | DisentanglementKeypoint Estimation | CodeCode Available | 1 | 5 |
| SpreadGNN: Serverless Multi-task Federated Learning for Graph Neural Networks | Jun 4, 2021 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 1 | 5 |
| Hand Image Understanding via Deep Multi-Task Learning | Jul 24, 2021 | 3D Hand Pose EstimationHand Pose Estimation | CodeCode Available | 1 | 5 |
| Analyzing Multi-Task Learning for Abstractive Text Summarization | Oct 26, 2022 | Abstractive Text SummarizationMulti-Task Learning | CodeCode Available | 1 | 5 |
| Stance Detection Benchmark: How Robust Is Your Stance Detection? | Jan 6, 2020 | Fake News DetectionMulti-Task Learning | CodeCode Available | 1 | 5 |
| HEProto: A Hierarchical Enhancing ProtoNet based on Multi-Task Learning for Few-shot Named Entity Recognition | Oct 21, 2023 | Contrastive LearningFew-shot NER | CodeCode Available | 1 | 5 |
| Hierarchical Document Refinement for Long-context Retrieval-augmented Generation | May 15, 2025 | Multi-Task LearningRAG | CodeCode Available | 1 | 5 |
| An Efficient Framework for Clustered Federated Learning | Jun 7, 2020 | ClusteringFederated Learning | CodeCode Available | 1 | 5 |
| Heterogeneous Multi-task Learning with Expert Diversity | Jun 20, 2021 | DiversityMixture-of-Experts | CodeCode Available | 1 | 5 |
| Hierarchical Pronunciation Assessment with Multi-Aspect Attention | Nov 15, 2022 | Multi-Task LearningPhone-level pronunciation scoring | CodeCode Available | 1 | 5 |
| HLDC: Hindi Legal Documents Corpus | Apr 2, 2022 | Multi-Task Learning | CodeCode Available | 1 | 5 |
| Hierarchical Time-Aware Mixture of Experts for Multi-Modal Sequential Recommendation | Jan 24, 2025 | Contrastive LearningMixture-of-Experts | CodeCode Available | 1 | 5 |
| HiNet: Novel Multi-Scenario & Multi-Task Learning with Hierarchical Information Extraction | Mar 10, 2023 | Multi-Task LearningRecommendation Systems | CodeCode Available | 1 | 5 |
| Hyperspherical Embedding for Point Cloud Completion | Jul 11, 2023 | DecoderMulti-Task Learning | CodeCode Available | 1 | 5 |
| Improvable Gap Balancing for Multi-Task Learning | Jul 28, 2023 | Deep Reinforcement LearningMulti-Task Learning | CodeCode Available | 1 | 5 |
