| A Unified Object Motion and Affinity Model for Online Multi-Object Tracking | Mar 25, 2020 | Metric LearningMulti-Object Tracking | CodeCode Available | 1 | 5 |
| Multi-Task Learning for Front-End Text Processing in TTS | Jan 12, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Multi-task learning for molecular electronic structure approaching coupled-cluster accuracy | May 9, 2024 | Multi-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 |
| 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 |
| Multi-Task Learning for Routing Problem with Cross-Problem Zero-Shot Generalization | Feb 23, 2024 | AttributeCombinatorial Optimization | 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 |
| Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based Recommendation | Oct 8, 2021 | Graph Neural NetworkMulti-Task Learning | CodeCode Available | 1 | 5 |
| Efficient Diffusion Training via Min-SNR Weighting Strategy | Mar 16, 2023 | DenoisingImage Generation | CodeCode Available | 1 | 5 |
| Auto-Lambda: Disentangling Dynamic Task Relationships | Feb 7, 2022 | Auxiliary LearningMeta-Learning | 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 |
| Multi-Task Learning with Shared Encoder for Non-Autoregressive Machine Translation | Oct 24, 2020 | Knowledge DistillationMachine Translation | CodeCode Available | 1 | 5 |
| Multi-task pre-training of deep neural networks for digital pathology | May 5, 2020 | General ClassificationMulti-Task Learning | CodeCode Available | 1 | 5 |
| Multi-Task Recommendations with Reinforcement Learning | Feb 7, 2023 | Multi-Task LearningRecommendation Systems | CodeCode Available | 1 | 5 |
| Hierarchical Document Refinement for Long-context Retrieval-augmented Generation | May 15, 2025 | Multi-Task LearningRAG | CodeCode Available | 1 | 5 |
| Neural Graphical Models | Oct 2, 2022 | Multi-Task Learning | CodeCode Available | 1 | 5 |
| A Multi-Task Learning Approach to Linear Multivariate Forecasting | Feb 5, 2025 | Multi-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 |
| 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 |
| Empirical Bayes Transductive Meta-Learning with Synthetic Gradients | Apr 27, 2020 | Few-Shot Image ClassificationMeta-Learning | CodeCode Available | 1 | 5 |
| Encoding Visual Attributes in Capsules for Explainable Medical Diagnoses | Sep 12, 2019 | AttributeLung Cancer Diagnosis | CodeCode Available | 1 | 5 |
| Encoding formulas as deep networks: Reinforcement learning for zero-shot execution of LTL formulas | Jun 1, 2020 | MinecraftMulti-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 |
| 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 |
| AutoMTL: A Programming Framework for Automating Efficient Multi-Task Learning | Oct 25, 2021 | Multi-Task Learning | 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 |
| Hyperparameter optimization in deep multi-target prediction | Nov 8, 2022 | AutoMLBenchmarking | 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 |
| One Model is All You Need: Multi-Task Learning Enables Simultaneous Histology Image Segmentation and Classification | Feb 28, 2022 | AllCell 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 |
| Evaluating Logical Generalization in Graph Neural Networks | Mar 14, 2020 | Continual LearningDiversity | CodeCode Available | 1 | 5 |
| BoIR: Box-Supervised Instance Representation for Multi-Person Pose Estimation | Sep 25, 2023 | DisentanglementKeypoint Estimation | CodeCode Available | 1 | 5 |
| Overcoming Data Scarcity in Biomedical Imaging with a Foundational Multi-Task Model | Nov 16, 2023 | Multi-Task Learningobject-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 |
| AV-RIR: Audio-Visual Room Impulse Response Estimation | Nov 30, 2023 | Multi-Task LearningRoom Impulse Response (RIR) | 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 |
| PAMTRI: Pose-Aware Multi-Task Learning for Vehicle Re-Identification Using Highly Randomized Synthetic Data | May 2, 2020 | AttributeMulti-Task Learning | CodeCode Available | 1 | 5 |
| BioREx: Improving Biomedical Relation Extraction by Leveraging Heterogeneous Datasets | Jun 19, 2023 | graph constructionMulti-Task Learning | CodeCode Available | 1 | 5 |
| Explain and Predict, and then Predict Again | Jan 11, 2021 | Explanation GenerationFact Verification | 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 |
| Exploiting Learnable Joint Groups for Hand Pose Estimation | Dec 17, 2020 | Hand Pose EstimationMulti-Task Learning | CodeCode Available | 1 | 5 |
| Exploring Correlations of Self-Supervised Tasks for Graphs | May 7, 2024 | Multi-Task LearningSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| EXTENDING CONDITIONAL CONVOLUTION STRUCTURES FOR ENHANCING MULTITASKING CONTINUAL LEARNING | Dec 7, 2020 | Computational EfficiencyContinual Learning | CodeCode Available | 1 | 5 |
| Gradient Remedy for Multi-Task Learning in End-to-End Noise-Robust Speech Recognition | Feb 22, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| PEAN: A Diffusion-Based Prior-Enhanced Attention Network for Scene Text Image Super-Resolution | Nov 29, 2023 | Image Super-ResolutionMulti-Task Learning | CodeCode Available | 1 | 5 |
| Gradient Surgery for Multi-Task Learning | Jan 19, 2020 | Deep Reinforcement Learningimage-classification | 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 |
| PEvoLM: Protein Sequence Evolutionary Information Language Model | Aug 16, 2023 | Language ModelingLanguage Modelling | 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 |
