| CTIN: Robust Contextual Transformer Network for Inertial Navigation | Dec 3, 2021 | DecoderMulti-Task Learning | CodeCode Available | 1 |
| CSI-Bench: A Large-Scale In-the-Wild Dataset for Multi-task WiFi Sensing | May 28, 2025 | Multi-Task LearningPrivacy Preserving | CodeCode Available | 1 |
| Dataless Knowledge Fusion by Merging Weights of Language Models | Dec 19, 2022 | Multi-Task Learning | CodeCode Available | 1 |
| DaWin: Training-free Dynamic Weight Interpolation for Robust Adaptation | Oct 3, 2024 | Multi-Task LearningObject Recognition | CodeCode Available | 1 |
| Deeper Task-Specificity Improves Joint Entity and Relation Extraction | Feb 15, 2020 | Joint Entity and Relation ExtractionMulti-Task Learning | CodeCode Available | 1 |
| Deep Homography Estimation for Dynamic Scenes | Apr 5, 2020 | Homography EstimationMulti-Task Learning | CodeCode Available | 1 |
| 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 |
| 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 |
| Specialty-Oriented Generalist Medical AI for Chest CT Screening | Apr 3, 2023 | Disease PredictionLung Cancer Diagnosis | CodeCode Available | 1 |
| Cyclic Learning: Bridging Image-level Labels and Nuclei Instance Segmentation | Jun 5, 2023 | Instance SegmentationMulti-Task Learning | CodeCode Available | 1 |
| CoTexT: Multi-task Learning with Code-Text Transformer | May 18, 2021 | Code GenerationCode Summarization | CodeCode Available | 1 |
| Detecting 32 Pedestrian Attributes for Autonomous Vehicles | Dec 4, 2020 | AttributeAutonomous Driving | CodeCode Available | 1 |
| A Dependency Syntactic Knowledge Augmented Interactive Architecture for End-to-End Aspect-based Sentiment Analysis | Apr 4, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| DisCor: Corrective Feedback in Reinforcement Learning via Distribution Correction | Mar 16, 2020 | Deep Reinforcement LearningMeta-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 |
| Adversarial Multi-task Learning Enhanced Physics-informed Neural Networks for Solving Partial Differential Equations | Apr 29, 2021 | Multi-Task Learning | CodeCode Available | 1 |
| Acoustic Prompt Tuning: Empowering Large Language Models with Audition Capabilities | Nov 30, 2023 | Audio ClassificationFew-Shot Audio Classification | CodeCode Available | 1 |
| DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning | Jul 4, 2022 | AttributeContrastive Learning | CodeCode Available | 1 |
| Efficient Diffusion Training via Min-SNR Weighting Strategy | Mar 16, 2023 | DenoisingImage Generation | CodeCode Available | 1 |
| COVID-CT-Dataset: A CT Scan Dataset about COVID-19 | Mar 30, 2020 | Computed Tomography (CT)COVID-19 Diagnosis | CodeCode Available | 1 |
| Emotion-Cause Pair Extraction: A New Task to Emotion Analysis in Texts | Jun 4, 2019 | Emotion Cause ExtractionEmotion-Cause Pair Extraction | CodeCode Available | 1 |
| Empirical Bayes Transductive Meta-Learning with Synthetic Gradients | Apr 27, 2020 | Few-Shot Image ClassificationMeta-Learning | CodeCode Available | 1 |
| Copolymer Informatics with Multi-Task Deep Neural Networks | Mar 25, 2021 | Meta-LearningMulti-Task Learning | CodeCode Available | 1 |
| End-to-End Multi-Task Learning with Attention | Mar 28, 2018 | image-classificationMulti-Task Learning | CodeCode Available | 1 |
| 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 |
| Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task Learning | Jun 6, 2021 | DiversityMulti Label Text Classification | CodeCode Available | 1 |
| 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 |
| 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 |
| DenseMTL: Cross-task Attention Mechanism for Dense Multi-task Learning | Jun 17, 2022 | 2D Semantic SegmentationDepth Estimation | CodeCode Available | 1 |
| DESCN: Deep Entire Space Cross Networks for Individual Treatment Effect Estimation | Jul 19, 2022 | Causal InferenceMulti-Task Learning | CodeCode Available | 1 |
| Explain and Predict, and then Predict Again | Jan 11, 2021 | Explanation GenerationFact Verification | CodeCode Available | 1 |
| ComSL: A Composite Speech-Language Model for End-to-End Speech-to-Text Translation | May 24, 2023 | GPULanguage Modeling | CodeCode Available | 1 |
| Compressed Interaction Graph based Framework for Multi-behavior Recommendation | Mar 4, 2023 | Multi-Task Learning | CodeCode Available | 1 |
| 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 |
| Combinatorial Optimization Perspective based Framework for Multi-behavior Recommendation | Feb 4, 2025 | Combinatorial OptimizationMulti-Task Learning | CodeCode Available | 1 |
| Achelous++: Power-Oriented Water-Surface Panoptic Perception Framework on Edge Devices based on Vision-Radar Fusion and Pruning of Heterogeneous Modalities | Dec 14, 2023 | Autonomous NavigationMulti-Task Learning | CodeCode Available | 1 |
| Compressed Context Memory For Online Language Model Interaction | Dec 6, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Conflict-Averse Gradient Descent for Multi-task Learning | Oct 26, 2021 | Multi-Task Learning | 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 |
| AdaTT: Adaptive Task-to-Task Fusion Network for Multitask Learning in Recommendations | Apr 11, 2023 | Multi-Task Learning | CodeCode Available | 1 |
| CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation | Sep 2, 2021 | Clone DetectionCode Generation | CodeCode Available | 1 |
| Clinical Risk Prediction with Temporal Probabilistic Asymmetric Multi-Task Learning | Jun 23, 2020 | Knowledge GraphsMulti-Task Learning | CodeCode Available | 1 |
| Accurate Emotion Strength Assessment for Seen and Unseen Speech Based on Data-Driven Deep Learning | Jun 15, 2022 | AttributeEmotion Classification | CodeCode Available | 1 |
| 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 |
| Context-Aware Answer Extraction in Question Answering | Nov 5, 2020 | Multi-Task LearningPrediction | CodeCode Available | 1 |
| AdaRank: Adaptive Rank Pruning for Enhanced Model Merging | Mar 28, 2025 | Computational Efficiencymodel | CodeCode Available | 1 |
| CentralNet: a Multilayer Approach for Multimodal Fusion | Aug 22, 2018 | Multi-Task Learning | CodeCode Available | 1 |
| CERBERUS: Simple and Effective All-In-One Automotive Perception Model with Multi Task Learning | Oct 3, 2022 | AllMulti-Task Learning | CodeCode Available | 1 |
| Adaptive Transfer Learning on Graph Neural Networks | Jul 19, 2021 | Meta-LearningMulti-Task Learning | 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 |
