| Accurate Emotion Strength Assessment for Seen and Unseen Speech Based on Data-Driven Deep Learning | Jun 15, 2022 | AttributeEmotion Classification | 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 |
| Cyclic Learning: Bridging Image-level Labels and Nuclei Instance Segmentation | Jun 5, 2023 | Instance SegmentationMulti-Task Learning | CodeCode Available | 1 | 5 |
| Legal Judgment Prediction with Multi-Stage CaseRepresentation Learning in the Real Court Setting | Jul 12, 2021 | Multi-Task Learning | CodeCode Available | 1 | 5 |
| Allophant: Cross-lingual Phoneme Recognition with Articulatory Attributes | Jun 7, 2023 | AttributeCross-Lingual Transfer | CodeCode Available | 1 | 5 |
| Leveraging Language Representation for Material Recommendation, Ranking, and Exploration | May 1, 2023 | Multi-Task Learning | CodeCode Available | 1 | 5 |
| Generalized Multi-Task Learning from Substantially Unlabeled Multi-Source Medical Image Data | Oct 25, 2021 | Multi-Task LearningSegmentation | CodeCode Available | 1 | 5 |
| GaitFormer: Learning Gait Representations with Noisy Multi-Task Learning | Oct 30, 2023 | AttributeMulti-Task Learning | CodeCode Available | 1 | 5 |
| AdaTT: Adaptive Task-to-Task Fusion Network for Multitask Learning in Recommendations | Apr 11, 2023 | Multi-Task Learning | CodeCode Available | 1 | 5 |
| Dataless Knowledge Fusion by Merging Weights of Language Models | Dec 19, 2022 | Multi-Task Learning | CodeCode Available | 1 | 5 |
| Lip-to-Speech Synthesis in the Wild with Multi-task Learning | Feb 17, 2023 | Lip to Speech SynthesisMulti-Task Learning | CodeCode Available | 1 | 5 |
| Logical Form Generation via Multi-task Learning for Complex Question Answering over Knowledge Bases | Oct 1, 2022 | Entity DisambiguationForm | CodeCode Available | 1 | 5 |
| LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models | Feb 18, 2024 | Multi-Task Learningparameter-efficient fine-tuning | CodeCode Available | 1 | 5 |
| Bi-Directional Attention for Joint Instance and Semantic Segmentation in Point Clouds | Mar 11, 2020 | Instance SegmentationMulti-Task Learning | CodeCode Available | 1 | 5 |
| Forgetting to learn logic programs | Nov 15, 2019 | Inductive logic programmingMulti-Task Learning | CodeCode Available | 1 | 5 |
| M^3ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design | Oct 26, 2022 | Mixture-of-ExpertsMulti-Task Learning | 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 |
| 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 | 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 |
| AdaMerging: Adaptive Model Merging for Multi-Task Learning | Oct 4, 2023 | modelMulti-Task Learning | 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 |
| Deeper Task-Specificity Improves Joint Entity and Relation Extraction | Feb 15, 2020 | Joint Entity and Relation ExtractionMulti-Task Learning | CodeCode Available | 1 | 5 |
| Deep Learning for Automatic Pneumonia Detection | May 28, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 | 5 |
| Deep Homography Estimation for Dynamic Scenes | Apr 5, 2020 | Homography EstimationMulti-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 |
| Deep Multi-Task Learning for SSVEP Detection and Visual Response Mapping | Oct 10, 2020 | Electroencephalogram (EEG)Multi-Task Learning | CodeCode Available | 1 | 5 |
| Bayesian Uncertainty for Gradient Aggregation in Multi-Task Learning | Feb 6, 2024 | Bayesian InferenceMulti-Task Learning | CodeCode Available | 1 | 5 |
| End-to-end Autonomous Driving with Semantic Depth Cloud Mapping and Multi-agent | Apr 12, 2022 | Autonomous DrivingMulti-Task Learning | CodeCode Available | 1 | 5 |
| Get Rid of Isolation: A Continuous Multi-task Spatio-Temporal Learning Framework | Oct 14, 2024 | Data SummarizationMulti-Task Learning | 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 |
| Grounding Psychological Shape Space in Convolutional Neural Networks | Nov 16, 2021 | Multi-Task LearningTransfer 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 |
| An End-to-End Multi-Task Learning Model for Image-based Table Recognition | Mar 15, 2023 | Cell DetectionDecoder | 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 |
| AV-RIR: Audio-Visual Room Impulse Response Estimation | Nov 30, 2023 | Multi-Task LearningRoom Impulse Response (RIR) | CodeCode Available | 1 | 5 |
| DeMT: Deformable Mixer Transformer for Multi-Task Learning of Dense Prediction | Jan 9, 2023 | DecoderMulti-Task Learning | 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 |
| DESCN: Deep Entire Space Cross Networks for Individual Treatment Effect Estimation | Jul 19, 2022 | Causal InferenceMulti-Task Learning | CodeCode Available | 1 | 5 |
| Detecting 32 Pedestrian Attributes for Autonomous Vehicles | Dec 4, 2020 | AttributeAutonomous Driving | 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 |
| 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 |
| MRI-based Multi-task Decoupling Learning for Alzheimer's Disease Detection and MMSE Score Prediction: A Multi-site Validation | Apr 2, 2022 | Alzheimer's Disease DetectionFeature Correlation | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Fine-Tuning Attention Modules Only: Enhancing Weight Disentanglement in Task Arithmetic | Jul 9, 2024 | ClassificationDisentanglement | 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 |
| MTI-Net: Multi-Scale Task Interaction Networks for Multi-Task Learning | Jan 19, 2020 | Multi-Task LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| DisCor: Corrective Feedback in Reinforcement Learning via Distribution Correction | Mar 16, 2020 | Deep Reinforcement LearningMeta-Learning | CodeCode Available | 1 | 5 |
| MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning | Oct 12, 2024 | Domain AdaptationMulti-Task Learning | CodeCode Available | 1 | 5 |
| A Multi-task Framework for Infrared Small Target Detection and Segmentation | Jun 14, 2022 | Multi-Task Learningobject-detection | CodeCode Available | 1 | 5 |
| AutoMTL: A Programming Framework for Automating Efficient Multi-Task Learning | Oct 25, 2021 | Multi-Task Learning | CodeCode Available | 1 | 5 |
