| Bridging Multi-Task Learning and Meta-Learning: Towards Efficient Training and Effective Adaptation | Jun 16, 2021 | Few-Shot Image Classificationimage-classification | 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 |
| Hierarchical Bayesian Modelling for Knowledge Transfer Across Engineering Fleets via Multitask Learning | Apr 26, 2022 | Asset ManagementManagement | CodeCode Available | 1 | 5 |
| Kungfupanda at SemEval-2020 Task 12: BERT-Based Multi-Task Learning for Offensive Language Detection | Apr 28, 2020 | Abuse DetectionLanguage Modeling | CodeCode Available | 1 | 5 |
| Static for Dynamic: Towards a Deeper Understanding of Dynamic Facial Expressions Using Static Expression Data | Sep 10, 2024 | Dynamic Facial Expression RecognitionFacial Expression Recognition | CodeCode Available | 1 | 5 |
| Incorporating Commonsense Knowledge into Story Ending Generation via Heterogeneous Graph Networks | Jan 29, 2022 | Multi-Task Learning | CodeCode Available | 1 | 5 |
| Joint-Task Regularization for Partially Labeled Multi-Task Learning | Apr 2, 2024 | AllMulti-Task Learning | CodeCode Available | 1 | 5 |
| UniSpeech-SAT: Universal Speech Representation Learning with Speaker Aware Pre-Training | Oct 12, 2021 | Data AugmentationMulti-Task Learning | CodeCode Available | 1 | 5 |
| In Defense of the Unitary Scalarization for Deep Multi-Task Learning | Jan 11, 2022 | Multi-Task LearningReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| Indoor Scene Recognition in 3D | Feb 28, 2020 | 3D geometryMulti-Task Learning | CodeCode Available | 1 | 5 |
| CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation | Sep 2, 2021 | Clone DetectionCode Generation | CodeCode Available | 1 | 5 |
| JPerceiver: Joint Perception Network for Depth, Pose and Layout Estimation in Driving Scenes | Jul 16, 2022 | Autonomous DrivingDepth Estimation | CodeCode Available | 1 | 5 |
| Kungfupanda at SemEval-2020 Task 12: BERT-Based Multi-TaskLearning for Offensive Language Detection | Dec 1, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| 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 | 5 |
| JIST: Joint Image and Sequence Training for Sequential Visual Place Recognition | Mar 28, 2024 | Multi-Task LearningVisual Place Recognition | CodeCode Available | 1 | 5 |
| Camera Calibration through Camera Projection Loss | Oct 7, 2021 | 3D ReconstructionAutonomous Driving | CodeCode Available | 1 | 5 |
| An Effective System for Multi-format Information Extraction | Aug 16, 2021 | DecoderDocument-level Event Extraction | CodeCode Available | 1 | 5 |
| Jointformer: Single-Frame Lifting Transformer with Error Prediction and Refinement for 3D Human Pose Estimation | Aug 7, 2022 | 3D Human Pose EstimationMonocular 3D Human Pose Estimation | CodeCode Available | 1 | 5 |
| An Efficient Framework for Clustered Federated Learning | Jun 7, 2020 | ClusteringFederated Learning | CodeCode Available | 1 | 5 |
| Exploiting Learnable Joint Groups for Hand Pose Estimation | Dec 17, 2020 | Hand Pose EstimationMulti-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 |
| Combinatorial Optimization Perspective based Framework for Multi-behavior Recommendation | Feb 4, 2025 | Combinatorial OptimizationMulti-Task Learning | CodeCode Available | 1 | 5 |
| CodeTrans: Towards Cracking the Language of Silicon's Code Through Self-Supervised Deep Learning and High Performance Computing | Apr 6, 2021 | API Sequence RecommendationCode Comment Generation | CodeCode Available | 1 | 5 |
| Knowledge Distillation for Multi-task Learning | Jul 14, 2020 | Knowledge DistillationMulti-Task Learning | CodeCode Available | 1 | 5 |
| Cascading Residual Graph Convolutional Network for Multi-Behavior Recommendation | May 26, 2022 | Multi-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 |
| Clinical Risk Prediction with Temporal Probabilistic Asymmetric Multi-Task Learning | Jun 23, 2020 | Knowledge GraphsMulti-Task Learning | CodeCode Available | 1 | 5 |
| Compressed Context Memory For Online Language Model Interaction | Dec 6, 2023 | Language ModelingLanguage Modelling | 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 |
| Causal Inference for Chatting Handoff | Oct 6, 2022 | Causal InferenceChatbot | CodeCode Available | 1 | 5 |
| Instruction Tuning for Few-Shot Aspect-Based Sentiment Analysis | Oct 12, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| Language Models are Unsupervised Multitask Learners | Feb 14, 2019 | Common Sense ReasoningCoreference Resolution | 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 |
| Compressed Interaction Graph based Framework for Multi-behavior Recommendation | Mar 4, 2023 | Multi-Task Learning | CodeCode Available | 1 | 5 |
| CentralNet: a Multilayer Approach for Multimodal Fusion | Aug 22, 2018 | Multi-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 |
| LEAF: A Benchmark for Federated Settings | Dec 3, 2018 | Autonomous VehiclesBenchmarking | CodeCode Available | 1 | 5 |
| Learning Class-Transductive Intent Representations for Zero-shot Intent Detection | Dec 3, 2020 | Intent DetectionMulti-Task Learning | CodeCode Available | 1 | 5 |
| A Frustratingly Easy Approach for Entity and Relation Extraction | Oct 24, 2020 | Joint Entity and Relation ExtractionMulti-Task Learning | CodeCode Available | 1 | 5 |
| Context-Aware Answer Extraction in Question Answering | Nov 5, 2020 | Multi-Task LearningPrediction | CodeCode Available | 1 | 5 |
| An End-to-End Multi-Task Learning Model for Image-based Table Recognition | Mar 15, 2023 | Cell DetectionDecoder | CodeCode Available | 1 | 5 |
| Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis | Feb 9, 2021 | Multimodal Sentiment AnalysisMulti-Task Learning | CodeCode Available | 1 | 5 |
| An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and Normalization | Aug 1, 2021 | Knowledge GraphsMedical Named Entity Recognition | CodeCode Available | 1 | 5 |
| Continued Pretraining for Better Zero- and Few-Shot Promptability | Oct 19, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| AdaMerging: Adaptive Model Merging for Multi-Task Learning | Oct 4, 2023 | modelMulti-Task Learning | 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 |
| CH-SIMS: A Chinese Multimodal Sentiment Analysis Dataset with Fine-grained Annotation of Modality | Jul 1, 2020 | Multimodal Sentiment AnalysisMulti-Task Learning | CodeCode Available | 1 | 5 |
| CIF: Continuous Integrate-and-Fire for End-to-End Speech Recognition | May 27, 2019 | DecoderLanguage Modelling | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Continual Learning in Task-Oriented Dialogue Systems | Dec 31, 2020 | Continual LearningIntent Recognition | CodeCode Available | 1 | 5 |
