| Camera Calibration through Camera Projection Loss | Oct 7, 2021 | 3D ReconstructionAutonomous Driving | CodeCode Available | 1 | 5 |
| Grounding Psychological Shape Space in Convolutional Neural Networks | Nov 16, 2021 | Multi-Task LearningTransfer Learning | CodeCode Available | 1 | 5 |
| CaSiNo: A Corpus of Campsite Negotiation Dialogues for Automatic Negotiation Systems | Mar 29, 2021 | Multi-Task LearningPersuasion Strategies | 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 |
| Adjacency List Oriented Relational Fact Extraction via Adaptive Multi-task Learning | Jun 3, 2021 | Multi-Task LearningRelation Extraction | CodeCode Available | 1 | 5 |
| Cascading Residual Graph Convolutional Network for Multi-Behavior Recommendation | May 26, 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 |
| A Multi-Task Learning Approach to Linear Multivariate Forecasting | Feb 5, 2025 | 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 |
| CentralNet: a Multilayer Approach for Multimodal Fusion | Aug 22, 2018 | Multi-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 |
| A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation | Jan 15, 2020 | Multi-Task LearningStory Generation | CodeCode Available | 1 | 5 |
| CIF: Continuous Integrate-and-Fire for End-to-End Speech Recognition | May 27, 2019 | DecoderLanguage Modelling | 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 |
| A Comprehensive Evaluation of Multi-task Learning and Multi-task Pre-training on EHR Time-series Data | Jul 20, 2020 | Few-Shot LearningMulti-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 |
| Ask Your Humans: Using Human Instructions to Improve Generalization in Reinforcement Learning | Nov 1, 2020 | Multi-Task Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| A Multi-Task Learning Framework for Multi-Target Stance Detection | Aug 1, 2021 | Multi-Task LearningStance Detection | CodeCode Available | 1 | 5 |
| ELIT: Emory Language and Information Toolkit | Sep 8, 2021 | AMR ParsingConstituency Parsing | CodeCode Available | 1 | 5 |
| A Multi-task Learning Framework for Opinion Triplet Extraction | Oct 4, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| Efficient Diffusion Training via Min-SNR Weighting Strategy | Mar 16, 2023 | DenoisingImage Generation | 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 |
| Efficient Depth Estimation for Unstable Stereo Camera Systems on AR Glasses | Nov 15, 2024 | Depth EstimationMulti-Task Learning | CodeCode Available | 1 | 5 |
| Emotion-Cause Pair Extraction: A New Task to Emotion Analysis in Texts | Jun 4, 2019 | Emotion Cause ExtractionEmotion-Cause Pair Extraction | CodeCode Available | 1 | 5 |
| Compressed Context Memory For Online Language Model Interaction | Dec 6, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Customizing Language Models with Instance-wise LoRA for Sequential Recommendation | Aug 19, 2024 | Mixture-of-ExpertsMulti-Task Learning | CodeCode Available | 1 | 5 |
| A Recurrent Vision-and-Language BERT for Navigation | Nov 26, 2020 | Decision MakingDecoder | 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 |
| Conditionally Adaptive Multi-Task Learning: Improving Transfer Learning in NLP Using Fewer Parameters & Less Data | Sep 19, 2020 | Multi-Task LearningNatural Language Inference | CodeCode Available | 1 | 5 |
| Conflict-Averse Gradient Descent for Multi-task Learning | Oct 26, 2021 | Multi-Task Learning | CodeCode Available | 1 | 5 |
| Context-Aware Answer Extraction in Question Answering | Nov 5, 2020 | Multi-Task LearningPrediction | CodeCode Available | 1 | 5 |
| Continued Pretraining for Better Zero- and Few-Shot Promptability | Oct 19, 2022 | Language ModelingLanguage Modelling | 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 |
| In Defense of the Unitary Scalarization for Deep Multi-Task Learning | Jan 11, 2022 | Multi-Task LearningReinforcement Learning (RL) | 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 |
| Acoustic Prompt Tuning: Empowering Large Language Models with Audition Capabilities | Nov 30, 2023 | Audio ClassificationFew-Shot Audio Classification | CodeCode Available | 1 | 5 |
| DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning | Jul 4, 2022 | AttributeContrastive Learning | CodeCode Available | 1 | 5 |
| Edge-MoE: Memory-Efficient Multi-Task Vision Transformer Architecture with Task-level Sparsity via Mixture-of-Experts | May 30, 2023 | CPUGPU | CodeCode Available | 1 | 5 |
| CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning | Nov 24, 2019 | Entity Extraction using GANMulti-Task Learning | CodeCode Available | 1 | 5 |
| Curriculum-based Asymmetric Multi-task Reinforcement Learning | Nov 7, 2022 | Multi-Task Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Copolymer Informatics with Multi-Task Deep Neural Networks | Mar 25, 2021 | Meta-LearningMulti-Task Learning | CodeCode Available | 1 | 5 |
| AIONER: All-in-one scheme-based biomedical named entity recognition using deep learning | Nov 30, 2022 | AllMulti-Task Learning | CodeCode Available | 1 | 5 |
| CoTexT: Multi-task Learning with Code-Text Transformer | May 18, 2021 | Code GenerationCode Summarization | CodeCode Available | 1 | 5 |
| Analyzing Multi-Task Learning for Abstractive Text Summarization | Oct 26, 2022 | Abstractive Text SummarizationMulti-Task Learning | 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 |
| COVID-CT-Dataset: A CT Scan Dataset about COVID-19 | Mar 30, 2020 | Computed Tomography (CT)COVID-19 Diagnosis | CodeCode Available | 1 | 5 |
| DenseMTL: Cross-task Attention Mechanism for Dense Multi-task Learning | Jun 17, 2022 | 2D Semantic SegmentationDepth Estimation | CodeCode Available | 1 | 5 |
| FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking | Apr 4, 2020 | FairnessMulti-Object Tracking | CodeCode Available | 1 | 5 |
| Efficient Continuous Pareto Exploration in Multi-Task Learning | Jun 29, 2020 | BIG-bench Machine LearningMultiobjective Optimization | CodeCode Available | 1 | 5 |
| Empirical Bayes Transductive Meta-Learning with Synthetic Gradients | Apr 27, 2020 | Few-Shot Image ClassificationMeta-Learning | CodeCode Available | 1 | 5 |
