| SkillSpan: Hard and Soft Skill Extraction from English Job Postings | Apr 27, 2022 | Multi-Task Learning | CodeCode Available | 1 |
| Hierarchical Bayesian Modelling for Knowledge Transfer Across Engineering Fleets via Multitask Learning | Apr 26, 2022 | Asset ManagementManagement | CodeCode Available | 1 |
| Leveraging convergence behavior to balance conflicting tasks in multi-task learning | Apr 14, 2022 | Inductive BiasMulti-Task Learning | CodeCode Available | 1 |
| End-to-end Autonomous Driving with Semantic Depth Cloud Mapping and Multi-agent | Apr 12, 2022 | Autonomous DrivingMulti-Task Learning | CodeCode Available | 1 |
| NeuS: Neutral Multi-News Summarization for Mitigating Framing Bias | Apr 11, 2022 | ArticlesDecoder | CodeCode Available | 1 |
| Histogram of Oriented Gradients Meet Deep Learning: A Novel Multi-task Deep Network for Medical Image Semantic Segmentation | Apr 2, 2022 | Face IdentificationImage Segmentation | 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 |
| HLDC: Hindi Legal Documents Corpus | Apr 2, 2022 | Multi-Task Learning | CodeCode Available | 1 |
| MMER: Multimodal Multi-task Learning for Speech Emotion Recognition | Mar 31, 2022 | Emotion RecognitionMultimodal Emotion Recognition | CodeCode Available | 1 |
| Task Adaptive Parameter Sharing for Multi-Task Learning | Mar 30, 2022 | Multi-Task Learning | CodeCode Available | 1 |
| Towards Unifying the Label Space for Aspect- and Sentence-based Sentiment Analysis | Mar 14, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| REX: Reasoning-aware and Grounded Explanation | Mar 11, 2022 | Decision MakingExplanation Generation | CodeCode Available | 1 |
| Robust Multi-Task Learning and Online Refinement for Spacecraft Pose Estimation across Domain Gap | Mar 8, 2022 | Multi-Task LearningPose Estimation | CodeCode Available | 1 |
| Look\&Listen: Multi-Modal Correlation Learning for Active Speaker Detection and Speech Enhancement | Mar 4, 2022 | Active Speaker DetectionMulti-Task Learning | CodeCode Available | 1 |
| Parameter-Efficient Mixture-of-Experts Architecture for Pre-trained Language Models | Mar 2, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| JOINED : Prior Guided Multi-task Learning for Joint Optic Disc/Cup Segmentation and Fovea Detection | Mar 1, 2022 | Fovea DetectionMulti-Task Learning | 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 |
| Structured Multi-task Learning for Molecular Property Prediction | Feb 22, 2022 | Drug DiscoveryGraph Neural Network | CodeCode Available | 1 |
| 360 Depth Estimation in the Wild -- The Depth360 Dataset and the SegFuse Network | Feb 16, 2022 | Autonomous DrivingDepth Estimation | CodeCode Available | 1 |
| Multi-task UNet: Jointly Boosting Saliency Prediction and Disease Classification on Chest X-ray Images | Feb 15, 2022 | Deep Learningimage-classification | CodeCode Available | 1 |
| CodeFill: Multi-token Code Completion by Jointly Learning from Structure and Naming Sequences | Feb 14, 2022 | Code CompletionLanguage Modelling | CodeCode Available | 1 |
| Auto-Lambda: Disentangling Dynamic Task Relationships | Feb 7, 2022 | Auxiliary LearningMeta-Learning | CodeCode Available | 1 |
| Multi-task graph neural networks for simultaneous prediction of global and atomic properties in ferromagnetic systems | Feb 4, 2022 | Multi-Task Learning | CodeCode Available | 1 |
| Molecular Representation Learning via Heterogeneous Motif Graph Neural Networks | Feb 1, 2022 | graph constructionGraph Neural Network | CodeCode Available | 1 |
| Incorporating Commonsense Knowledge into Story Ending Generation via Heterogeneous Graph Networks | Jan 29, 2022 | Multi-Task Learning | CodeCode Available | 1 |
| Global-Reasoned Multi-Task Learning Model for Surgical Scene Understanding | Jan 28, 2022 | Graph AttentionKnowledge Distillation | CodeCode Available | 1 |
| MT-GBM: A Multi-Task Gradient Boosting Machine with Shared Decision Trees | Jan 17, 2022 | Multi-Task Learning | CodeCode Available | 1 |
| Flexible Style Image Super-Resolution using Conditional Objective | Jan 13, 2022 | Image Super-ResolutionMulti-Task Learning | CodeCode Available | 1 |
| Multi-task Joint Strategies of Self-supervised Representation Learning on Biomedical Networks for Drug Discovery | Jan 12, 2022 | Drug DiscoveryGraph Attention | CodeCode Available | 1 |
| In Defense of the Unitary Scalarization for Deep Multi-Task Learning | Jan 11, 2022 | Multi-Task LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| Learning Free Gait Transition for Quadruped Robots via Phase-Guided Controller | Jan 1, 2022 | Multi-Task Learning | CodeCode Available | 1 |
| 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 |
| Avoiding Catastrophe: Active Dendrites Enable Multi-Task Learning in Dynamic Environments | Dec 31, 2021 | Continual LearningDeep Learning | CodeCode Available | 1 |
| Learning to Predict 3D Lane Shape and Camera Pose from a Single Image via Geometry Constraints | Dec 31, 2021 | 3D Lane DetectionAutonomous Vehicles | CodeCode Available | 1 |
| SLIP: Self-supervision meets Language-Image Pre-training | Dec 23, 2021 | Multi-Task LearningRepresentation Learning | CodeCode Available | 1 |
| Raw High-Definition Radar for Multi-Task Learning | Dec 20, 2021 | Multi-Task LearningVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| Improving evidential deep learning via multi-task learning | Dec 17, 2021 | Deep LearningMulti-Task Learning | CodeCode Available | 1 |
| Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks | Dec 16, 2021 | AttributeFact Verification | CodeCode Available | 1 |
| Improving Neural Cross-Lingual Summarization via Employing Optimal Transport Distance for Knowledge Distillation | Dec 7, 2021 | Knowledge DistillationMulti-Task Learning | CodeCode Available | 1 |
| CTIN: Robust Contextual Transformer Network for Inertial Navigation | Dec 3, 2021 | DecoderMulti-Task Learning | CodeCode Available | 1 |
| TransMEF: A Transformer-Based Multi-Exposure Image Fusion Framework using Self-Supervised Multi-Task Learning | Dec 2, 2021 | DecoderMulti-Exposure Image Fusion | CodeCode Available | 1 |
| Skipping the Frame-Level: Event-Based Piano Transcription With Neural Semi-CRFs | Dec 1, 2021 | Multi-Task LearningMusic Transcription | CodeCode Available | 1 |
| A generic physics-informed neural network-based framework for reliability assessment of multi-state systems | Dec 1, 2021 | Multi-Task Learning | CodeCode Available | 1 |
| PLUR: A Unifying, Graph-Based View of Program Learning, Understanding, and Repair | Dec 1, 2021 | BIG-bench Machine LearningMulti-Task Learning | CodeCode Available | 1 |
| Learning Multiple Dense Prediction Tasks from Partially Annotated Data | Nov 29, 2021 | Multi-Task LearningPrediction | CodeCode Available | 1 |
| Self-Regulated Learning for Egocentric Video Activity Anticipation | Nov 23, 2021 | Multi-Task Learning | CodeCode Available | 1 |
| Grounding Psychological Shape Space in Convolutional Neural Networks | Nov 16, 2021 | Multi-Task LearningTransfer Learning | CodeCode Available | 1 |
| Variational Multi-Task Learning with Gumbel-Softmax Priors | Nov 9, 2021 | Bayesian InferenceMulti-Task Learning | CodeCode Available | 1 |
| Reinforcement Learning for Mixed Autonomy Intersections | Nov 8, 2021 | Multi-Task Learningreinforcement-learning | CodeCode Available | 1 |
| InQSS: a speech intelligibility and quality assessment model using a multi-task learning network | Nov 4, 2021 | Multi-Task Learning | CodeCode Available | 1 |
