| GaitFormer: Learning Gait Representations with Noisy Multi-Task Learning | Oct 30, 2023 | AttributeMulti-Task Learning | 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 |
| MetaBEV: Solving Sensor Failures for BEV Detection and Map Segmentation | Apr 19, 2023 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 | 5 |
| MetaICL: Learning to Learn In Context | Oct 29, 2021 | Few-Shot LearningIn-Context Learning | CodeCode Available | 1 | 5 |
| AutoMTL: A Programming Framework for Automating Efficient Multi-Task Learning | Oct 25, 2021 | Multi-Task Learning | CodeCode Available | 1 | 5 |
| Automatic Charge Identification from Facts: A Few Sentence-Level Charge Annotations is All You Need | Dec 1, 2020 | AllMulti-Task Learning | CodeCode Available | 1 | 5 |
| AV-RIR: Audio-Visual Room Impulse Response Estimation | Nov 30, 2023 | Multi-Task LearningRoom Impulse Response (RIR) | CodeCode Available | 1 | 5 |
| Florence-2: Advancing a Unified Representation for a Variety of Vision Tasks | Nov 10, 2023 | DiversityMulti-Task Learning | CodeCode Available | 1 | 5 |
| Auto-Lambda: Disentangling Dynamic Task Relationships | Feb 7, 2022 | Auxiliary LearningMeta-Learning | CodeCode Available | 1 | 5 |
| FINER: Enhancing State-of-the-art Classifiers with Feature Attribution to Facilitate Security Analysis | Aug 10, 2023 | Malware AnalysisMulti-Task Learning | CodeCode Available | 1 | 5 |
| Fine-Tuning Attention Modules Only: Enhancing Weight Disentanglement in Task Arithmetic | Jul 9, 2024 | ClassificationDisentanglement | CodeCode Available | 1 | 5 |
| Aggression and Misogyny Detection using BERT: A Multi-Task Approach | May 1, 2020 | Abusive LanguageAggression Identification | CodeCode Available | 1 | 5 |
| A New Look and Convergence Rate of Federated Multi-Task Learning with Laplacian Regularization | Feb 14, 2021 | Federated LearningFew-Shot Learning | CodeCode Available | 1 | 5 |
| Few-shot Knowledge Graph-to-Text Generation with Pretrained Language Models | Jun 3, 2021 | KG-to-Text GenerationMulti-Task Learning | CodeCode Available | 1 | 5 |
| Flexible Style Image Super-Resolution using Conditional Objective | Jan 13, 2022 | Image Super-ResolutionMulti-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 |
| Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models | Oct 12, 2020 | Machine TranslationMulti-Task Learning | CodeCode Available | 1 | 5 |
| Feature Decomposition for Reducing Negative Transfer: A Novel Multi-task Learning Method for Recommender System | Feb 10, 2023 | Multi-Task LearningRecommendation Systems | CodeCode Available | 1 | 5 |
| Fair Resource Allocation in Multi-Task Learning | Feb 23, 2024 | FairnessMulti-Task Learning | CodeCode Available | 1 | 5 |
| FedCL: Federated Multi-Phase Curriculum Learning to Synchronously Correlate User Heterogeneity | Nov 14, 2022 | Federated LearningKnowledge Distillation | CodeCode Available | 1 | 5 |
| Exploring Correlations of Self-Supervised Tasks for Graphs | May 7, 2024 | Multi-Task LearningSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| Evaluating Logical Generalization in Graph Neural Networks | Mar 14, 2020 | Continual LearningDiversity | CodeCode Available | 1 | 5 |
| Explain and Predict, and then Predict Again | Jan 11, 2021 | Explanation GenerationFact Verification | CodeCode Available | 1 | 5 |
| Ditto: Fair and Robust Federated Learning Through Personalization | Dec 8, 2020 | FairnessFederated Learning | CodeCode Available | 1 | 5 |
| ENHANCE (ENriching Health data by ANnotations of Crowd and Experts): A case study for skin lesion classification | Jul 27, 2021 | DiagnosticLesion Classification | CodeCode Available | 1 | 5 |
| End-to-End Real-World Polyphonic Piano Audio-to-Score Transcription with Hierarchical Decoding | May 22, 2024 | DecoderMulti-Task Learning | CodeCode Available | 1 | 5 |
| Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task Learning | Jun 6, 2021 | DiversityMulti Label Text Classification | CodeCode Available | 1 | 5 |
| End-to-end Emotion-Cause Pair Extraction via Learning to Link | Feb 25, 2020 | BenchmarkingEmotion Cause Extraction | CodeCode Available | 1 | 5 |
| ATTEMPT: Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts | May 24, 2022 | Few-Shot LearningLanguage Modelling | CodeCode Available | 1 | 5 |
| Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks | Dec 16, 2021 | AttributeFact Verification | CodeCode Available | 1 | 5 |
| Exploiting Learnable Joint Groups for Hand Pose Estimation | Dec 17, 2020 | Hand Pose EstimationMulti-Task Learning | CodeCode Available | 1 | 5 |
| Exploiting Shared Representations for Personalized Federated Learning | Feb 14, 2021 | Federated LearningMeta-Learning | CodeCode Available | 1 | 5 |
| EXTENDING CONDITIONAL CONVOLUTION STRUCTURES FOR ENHANCING MULTITASKING CONTINUAL LEARNING | Dec 7, 2020 | Computational EfficiencyContinual Learning | CodeCode Available | 1 | 5 |
| Extraction of cropland field parcels with high resolution remote sensing using multi-task learning | Feb 14, 2023 | Edge DetectionManagement | CodeCode Available | 1 | 5 |
| Audio-Visual Deception Detection: DOLOS Dataset and Parameter-Efficient Crossmodal Learning | Mar 9, 2023 | Deception DetectionMulti-Task Learning | CodeCode Available | 1 | 5 |
| End-to-End Multi-Task Learning with Attention | Mar 28, 2018 | image-classificationMulti-Task Learning | CodeCode Available | 1 | 5 |
| A generic physics-informed neural network-based framework for reliability assessment of multi-state systems | Dec 1, 2021 | Multi-Task Learning | CodeCode Available | 1 | 5 |
| A Unified Object Motion and Affinity Model for Online Multi-Object Tracking | Mar 25, 2020 | Metric LearningMulti-Object Tracking | CodeCode Available | 1 | 5 |
| An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis | Jun 17, 2019 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 | 5 |
| An Investigation of End-to-End Models for Robust Speech Recognition | Feb 11, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation | May 31, 2022 | Deep LearningMulti-Task Learning | CodeCode Available | 1 | 5 |
| A Unified Span-Based Approach for Opinion Mining with Syntactic Constituents | Jun 1, 2021 | Multi-Task LearningOpinion Mining | CodeCode Available | 1 | 5 |
| A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding | Aug 1, 2021 | Data AugmentationDecoder | CodeCode Available | 1 | 5 |
| Annotating Columns with Pre-trained Language Models | Apr 5, 2021 | Columns Property AnnotationColumn Type Annotation | CodeCode Available | 1 | 5 |
| Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial Training | May 31, 2024 | HallucinationMulti-Task Learning | CodeCode Available | 1 | 5 |
| Empirical Bayes Transductive Meta-Learning with Synthetic Gradients | Apr 27, 2020 | Few-Shot Image ClassificationMeta-Learning | CodeCode Available | 1 | 5 |
| Automatic Severity Classification of Dysarthric speech by using Self-supervised Model with Multi-task Learning | Oct 27, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| Anomaly Detection in Video via Self-Supervised and Multi-Task Learning | Nov 15, 2020 | Abnormal Event Detection In VideoAnomaly Detection | CodeCode Available | 1 | 5 |
| Avoiding Catastrophe: Active Dendrites Enable Multi-Task Learning in Dynamic Environments | Dec 31, 2021 | Continual LearningDeep 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 |
