| Cyclic Learning: Bridging Image-level Labels and Nuclei Instance Segmentation | Jun 5, 2023 | Instance SegmentationMulti-Task Learning | CodeCode Available | 1 | 5 |
| MEDIC: A Multi-Task Learning Dataset for Disaster Image Classification | Aug 29, 2021 | ClassificationDisaster Response | CodeCode Available | 1 | 5 |
| MerRec: A Large-scale Multipurpose Mercari Dataset for Consumer-to-Consumer Recommendation Systems | Feb 22, 2024 | Click-Through Rate PredictionDiversity | CodeCode Available | 1 | 5 |
| DeepUnifiedMom: Unified Time-series Momentum Portfolio Construction via Multi-Task Learning with Multi-Gate Mixture of Experts | Jun 13, 2024 | ManagementMixture-of-Experts | CodeCode Available | 1 | 5 |
| Compressed Context Memory For Online Language Model Interaction | Dec 6, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| DaWin: Training-free Dynamic Weight Interpolation for Robust Adaptation | Oct 3, 2024 | Multi-Task LearningObject Recognition | CodeCode Available | 1 | 5 |
| RetinaFace: Single-stage Dense Face Localisation in the Wild | May 2, 2019 | Face DetectionFace Verification | CodeCode Available | 1 | 5 |
| Meta-Learning in Neural Networks: A Survey | Apr 11, 2020 | Few-Shot LearningHyperparameter Optimization | CodeCode Available | 1 | 5 |
| ComSL: A Composite Speech-Language Model for End-to-End Speech-to-Text Translation | May 24, 2023 | GPULanguage Modeling | CodeCode Available | 1 | 5 |
| Learning Free Gait Transition for Quadruped Robots via Phase-Guided Controller | Jan 1, 2022 | Multi-Task Learning | CodeCode Available | 1 | 5 |
| Mining the Benefits of Two-stage and One-stage HOI Detection | Aug 11, 2021 | ClassificationHuman-Object Interaction Detection | CodeCode Available | 1 | 5 |
| MISS: A Generative Pretraining and Finetuning Approach for Med-VQA | Jan 10, 2024 | Medical Visual Question AnsweringMulti-Task Learning | CodeCode Available | 1 | 5 |
| Learning to Relate Depth and Semantics for Unsupervised Domain Adaptation | May 17, 2021 | Depth EstimationDomain Adaptation | CodeCode Available | 1 | 5 |
| MMER: Multimodal Multi-task Learning for Speech Emotion Recognition | Mar 31, 2022 | Emotion RecognitionMultimodal Emotion Recognition | 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 |
| DeepCVA: Automated Commit-level Vulnerability Assessment with Deep Multi-task Learning | Aug 18, 2021 | Multi-Task Learning | CodeCode Available | 1 | 5 |
| M3Net: Multimodal Multi-task Learning for 3D Detection, Segmentation, and Occupancy Prediction in Autonomous Driving | Mar 23, 2025 | Autonomous DrivingDecoder | 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 |
| 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 |
| 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 | 5 |
| Magnitude Invariant Parametrizations Improve Hypernetwork Learning | Apr 15, 2023 | Image GenerationMulti-Task Learning | CodeCode Available | 1 | 5 |
| Molecular Representation Learning via Heterogeneous Motif Graph Neural Networks | Feb 1, 2022 | graph constructionGraph Neural Network | 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 |
| CodeFill: Multi-token Code Completion by Jointly Learning from Structure and Naming Sequences | Feb 14, 2022 | Code CompletionLanguage Modelling | CodeCode Available | 1 | 5 |
| Burst2Vec: An Adversarial Multi-Task Approach for Predicting Emotion, Age, and Origin from Vocal Bursts | Jun 24, 2022 | Multi-Task Learning | CodeCode Available | 0 | 5 |
| Label Hierarchy Transition: Delving into Class Hierarchies to Enhance Deep Classifiers | Dec 4, 2021 | ClassificationMulti-class Classification | CodeCode Available | 0 | 5 |
| Building a Dialogue Corpus Annotated with Expressed and Experienced Emotions | May 24, 2022 | Emotion RecognitionMulti-Task Learning | CodeCode Available | 0 | 5 |
| An Attention-based Graph Neural Network for Heterogeneous Structural Learning | Dec 19, 2019 | Graph EmbeddingGraph Neural Network | CodeCode Available | 0 | 5 |
| Simplified and Unified Analysis of Various Learning Problems by Reduction to Multiple-Instance Learning | Nov 14, 2019 | Generalization BoundsMulti-Label Learning | CodeCode Available | 0 | 5 |
| Killing Four Birds with Two Stones: Multi-Task Learning for Non-Literal Language Detection | Aug 1, 2018 | General ClassificationMulti-Task Learning | CodeCode Available | 0 | 5 |
| Knowing Earlier what Right Means to You: A Comprehensive VQA Dataset for Grounding Relative Directions via Multi-Task Learning | Jul 6, 2022 | DiagnosticMulti-Task Learning | CodeCode Available | 0 | 5 |
| KFC: Kinship Verification with Fair Contrastive Loss and Multi-Task Learning | Sep 19, 2023 | Face VerificationFairness | CodeCode Available | 0 | 5 |
| KGP at SemEval-2021 Task 8: Leveraging Multi-Staged Language Models for Extracting Measurements, their Attributes and Relations | Aug 1, 2021 | Multi-Task LearningRelation Extraction | CodeCode Available | 0 | 5 |
| Joint Training on Multiple Datasets With Inconsistent Labeling Criteria for Facial Expression Recognition | Apr 2, 2024 | Facial Expression RecognitionFacial Expression Recognition (FER) | CodeCode Available | 0 | 5 |
| JPAVE: A Generation and Classification-based Model for Joint Product Attribute Prediction and Value Extraction | Nov 7, 2023 | AttributeAttribute Value Extraction | CodeCode Available | 0 | 5 |
| Bowtie Networks: Generative Modeling for Joint Few-Shot Recognition and Novel-View Synthesis | Aug 16, 2020 | Data AugmentationMulti-Task Learning | CodeCode Available | 0 | 5 |
| Joint Prediction of Meningioma Grade and Brain Invasion via Task-Aware Contrastive Learning | Sep 4, 2022 | Contrastive LearningDecision Making | CodeCode Available | 0 | 5 |
| Knowledge-Empowered Representation Learning for Chinese Medical Reading Comprehension: Task, Model and Resources | Aug 24, 2020 | Machine Reading ComprehensionMulti-Task Learning | CodeCode Available | 0 | 5 |
| A Deep Convolutional Neural Networks Based Multi-Task Ensemble Model for Aspect and Polarity Classification in Persian Reviews | Jan 17, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 0 | 5 |
| Joint Iris Segmentation and Localization Using Deep Multi-task Learning Framework | Jan 31, 2019 | DecoderIris Segmentation | CodeCode Available | 0 | 5 |
| Restoring Images with Unknown Degradation Factors by Recurrent Use of a Multi-branch Network | Jul 10, 2019 | DeblurringImage Restoration | CodeCode Available | 0 | 5 |
| Boundary-aware Context Neural Network for Medical Image Segmentation | May 3, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 | 5 |
| Adversarial Training for Code Retrieval with Question-Description Relevance Regularization | Oct 19, 2020 | Multi-Task LearningRetrieval | CodeCode Available | 0 | 5 |
| Joint Learning of Saliency Detection and Weakly Supervised Semantic Segmentation | Sep 9, 2019 | Multi-Task LearningSaliency Detection | CodeCode Available | 0 | 5 |
| Joint Acne Image Grading and Counting via Label Distribution Learning | Oct 1, 2019 | Acne Severity GradingMedical Image Classification | CodeCode Available | 0 | 5 |
| Joint Alignment of Multi-Task Feature and Label Spaces for Emotion Cause Pair Extraction | Sep 9, 2022 | Emotion-Cause Pair ExtractionMulti-Task Learning | CodeCode Available | 0 | 5 |
| Adversarial Robustness in Multi-Task Learning: Promises and Illusions | Oct 26, 2021 | Adversarial RobustnessMulti-Task Learning | CodeCode Available | 0 | 5 |
| Joint CTC-Attention based End-to-End Speech Recognition using Multi-task Learning | Sep 21, 2016 | DecoderMulti-Task Learning | CodeCode Available | 0 | 5 |
| Beyond task success: A closer look at jointly learning to see, ask, and GuessWhat | Sep 10, 2018 | Multi-Task LearningReinforcement Learning | CodeCode Available | 0 | 5 |
| High-order Joint Constituency and Dependency Parsing | Sep 21, 2023 | Dependency ParsingMulti-Task Learning | CodeCode Available | 0 | 5 |
