| Accurate Emotion Strength Assessment for Seen and Unseen Speech Based on Data-Driven Deep Learning | Jun 15, 2022 | AttributeEmotion Classification | CodeCode Available | 1 | 5 |
| Dataless Knowledge Fusion by Merging Weights of Language Models | Dec 19, 2022 | Multi-Task Learning | CodeCode Available | 1 | 5 |
| Detecting 32 Pedestrian Attributes for Autonomous Vehicles | Dec 4, 2020 | AttributeAutonomous Driving | CodeCode Available | 1 | 5 |
| DaWin: Training-free Dynamic Weight Interpolation for Robust Adaptation | Oct 3, 2024 | Multi-Task LearningObject Recognition | CodeCode Available | 1 | 5 |
| Allophant: Cross-lingual Phoneme Recognition with Articulatory Attributes | Jun 7, 2023 | AttributeCross-Lingual Transfer | CodeCode Available | 1 | 5 |
| Leveraging speaker attribute information using multi task learning for speaker verification and diarization | Oct 27, 2020 | AttributeMulti-Task Learning | CodeCode Available | 1 | 5 |
| Global and Local Hierarchy-aware Contrastive Framework for Implicit Discourse Relation Recognition | Nov 25, 2022 | Contrastive LearningMulti-Task Learning | CodeCode Available | 1 | 5 |
| Line Segment Detection Using Transformers without Edges | Jan 6, 2021 | DecoderLine Segment Detection | 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 |
| 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 |
| Deeper Task-Specificity Improves Joint Entity and Relation Extraction | Feb 15, 2020 | Joint Entity and Relation ExtractionMulti-Task Learning | CodeCode Available | 1 | 5 |
| DeepCVA: Automated Commit-level Vulnerability Assessment with Deep Multi-task Learning | Aug 18, 2021 | Multi-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 |
| Global-Reasoned Multi-Task Learning Model for Surgical Scene Understanding | Jan 28, 2022 | Graph AttentionKnowledge Distillation | 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 |
| AdaMerging: Adaptive Model Merging for Multi-Task Learning | Oct 4, 2023 | modelMulti-Task Learning | 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 |
| MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization | Apr 26, 2020 | ClassificationGeneral Classification | 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 |
| GlycanML: A Multi-Task and Multi-Structure Benchmark for Glycan Machine Learning | May 25, 2024 | Multi-Task LearningPrediction | CodeCode Available | 1 | 5 |
| Meta-Adaptive Nonlinear Control: Theory and Algorithms | Jun 11, 2021 | Multi-Task LearningRepresentation 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 |
| MetaICL: Learning to Learn In Context | Oct 29, 2021 | Few-Shot LearningIn-Context Learning | 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 |
| DESCN: Deep Entire Space Cross Networks for Individual Treatment Effect Estimation | Jul 19, 2022 | Causal InferenceMulti-Task Learning | CodeCode Available | 1 | 5 |
| Option-Aware Adversarial Inverse Reinforcement Learning for Robotic Control | Oct 5, 2022 | Imitation LearningMulti-Task Learning | 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 |
| Audio-Visual Deception Detection: DOLOS Dataset and Parameter-Efficient Crossmodal Learning | Mar 9, 2023 | Deception DetectionMulti-Task Learning | CodeCode Available | 1 | 5 |
| Denoising Task Routing for Diffusion Models | Oct 11, 2023 | DenoisingMulti-Task Learning | 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 |
| GaitFormer: Learning Gait Representations with Noisy Multi-Task Learning | Oct 30, 2023 | AttributeMulti-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 |
| Avoiding Catastrophe: Active Dendrites Enable Multi-Task Learning in Dynamic Environments | Dec 31, 2021 | Continual LearningDeep 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 |
| DiTASK: Multi-Task Fine-Tuning with Diffeomorphic Transformations | Feb 9, 2025 | Multi-Task Learning | CodeCode Available | 1 | 5 |
| When MOE Meets LLMs: Parameter Efficient Fine-tuning for Multi-task Medical Applications | Oct 21, 2023 | Multi-Task Learningparameter-efficient fine-tuning | CodeCode Available | 1 | 5 |
| DisCor: Corrective Feedback in Reinforcement Learning via Distribution Correction | Mar 16, 2020 | Deep Reinforcement LearningMeta-Learning | CodeCode Available | 1 | 5 |
| Molecular Representation Learning via Heterogeneous Motif Graph Neural Networks | Feb 1, 2022 | graph constructionGraph Neural Network | CodeCode Available | 1 | 5 |
| A Multi-Task Deep Learning Framework for Building Footprint Segmentation | Apr 19, 2021 | Boundary DetectionDeep 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 |
| 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 |
| MT-GBM: A Multi-Task Gradient Boosting Machine with Shared Decision Trees | Jan 17, 2022 | Multi-Task Learning | CodeCode Available | 1 | 5 |
| 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 | 5 |
| MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning | Oct 12, 2024 | Domain AdaptationMulti-Task Learning | 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 |
| AutoMTL: A Programming Framework for Automating Efficient Multi-Task Learning | Oct 25, 2021 | Multi-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 |
| Florence-2: Advancing a Unified Representation for a Variety of Vision Tasks | Nov 10, 2023 | DiversityMulti-Task Learning | CodeCode Available | 1 | 5 |
