| PlaneRecNet: Multi-Task Learning with Cross-Task Consistency for Piece-Wise Plane Detection and Reconstruction from a Single RGB Image | Oct 21, 2021 | DecoderDepth Estimation | CodeCode Available | 1 |
| Bayesian Uncertainty for Gradient Aggregation in Multi-Task Learning | Feb 6, 2024 | Bayesian InferenceMulti-Task Learning | CodeCode Available | 1 |
| PLUR: A Unifying, Graph-Based View of Program Learning, Understanding, and Repair | Dec 1, 2021 | BIG-bench Machine LearningMulti-Task Learning | CodeCode Available | 1 |
| PolarNet: 3D Point Clouds for Language-Guided Robotic Manipulation | Sep 27, 2023 | Multi-Task LearningRobot Manipulation | CodeCode Available | 1 |
| Predictive Experience Replay for Continual Visual Control and Forecasting | Mar 12, 2023 | Continual LearningModel-based Reinforcement Learning | CodeCode Available | 1 |
| Prefer to Classify: Improving Text Classifiers via Auxiliary Preference Learning | Jun 8, 2023 | Multi-Task Learning | CodeCode Available | 1 |
| Proactive Retrieval-based Chatbots based on Relevant Knowledge and Goals | Jul 18, 2021 | Multi-Task LearningRetrieval | CodeCode Available | 1 |
| Prompt Guided Transformer for Multi-Task Dense Prediction | Jul 28, 2023 | Boundary DetectionDecoder | CodeCode Available | 1 |
| Push-the-Boundary: Boundary-aware Feature Propagation for Semantic Segmentation of 3D Point Clouds | Dec 23, 2022 | Multi-Task LearningObject | CodeCode Available | 1 |
| Question Answering over Electronic Devices: A New Benchmark Dataset and a Multi-Task Learning based QA Framework | Sep 13, 2021 | Community Question AnsweringMulti-Task Learning | CodeCode Available | 1 |
| Customizing Language Models with Instance-wise LoRA for Sequential Recommendation | Aug 19, 2024 | Mixture-of-ExpertsMulti-Task Learning | CodeCode Available | 1 |
| Radiomics-enhanced Deep Multi-task Learning for Outcome Prediction in Head and Neck Cancer | Nov 10, 2022 | Multi-Task LearningPrediction | CodeCode Available | 1 |
| Compressed Context Memory For Online Language Model Interaction | Dec 6, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| An Empirical Study on Channel Effects for Synthetic Voice Spoofing Countermeasure Systems | Apr 3, 2021 | Data AugmentationMulti-Task Learning | CodeCode Available | 1 |
| REF-VLM: Triplet-Based Referring Paradigm for Unified Visual Decoding | Mar 10, 2025 | Instruction FollowingKeypoint Detection | CodeCode Available | 1 |
| Beyond expectation: Deep joint mean and quantile regression for spatio-temporal problems | Aug 27, 2018 | Multi-Task Learningquantile regression | 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 |
| Bridging Multi-Task Learning and Meta-Learning: Towards Efficient Training and Effective Adaptation | Jun 16, 2021 | Few-Shot Image Classificationimage-classification | CodeCode Available | 1 |
| Reparameterizing Convolutions for Incremental Multi-Task Learning without Task Interference | Jul 24, 2020 | Incremental LearningMulti-Task Learning | CodeCode Available | 1 |
| Representation Surgery for Multi-Task Model Merging | Feb 5, 2024 | Computational Efficiencymodel | CodeCode Available | 1 |
| A Multi-view Multi-task Learning Framework for Multi-variate Time Series Forecasting | Sep 2, 2021 | AttributeMulti-Task Learning | CodeCode Available | 1 |
| Compressed Interaction Graph based Framework for Multi-behavior Recommendation | Mar 4, 2023 | 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 |
| Bi-Directional Attention for Joint Instance and Semantic Segmentation in Point Clouds | Mar 11, 2020 | Instance SegmentationMulti-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 |
| Deep Homography Estimation for Dynamic Scenes | Apr 5, 2020 | Homography EstimationMulti-Task Learning | CodeCode Available | 1 |
| An Empirical Study of Multi-Task Learning on BERT for Biomedical Text Mining | May 6, 2020 | Multi-Task Learningnamed-entity-recognition | 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 |
| LDC-MTL: Balancing Multi-Task Learning through Scalable Loss Discrepancy Control | Feb 12, 2025 | Bilevel OptimizationMulti-Task Learning | CodeCode Available | 1 |
| Searching for Effective Neural Network Architectures for Heart Murmur Detection from Phonocardiogram | Mar 6, 2023 | Model SelectionMulti-Task Learning | CodeCode Available | 1 |
| SeBot: Structural Entropy Guided Multi-View Contrastive Learning for Social Bot Detection | May 18, 2024 | Contrastive LearningMulti-Task Learning | CodeCode Available | 1 |
| BioREx: Improving Biomedical Relation Extraction by Leveraging Heterogeneous Datasets | Jun 19, 2023 | graph constructionMulti-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 |
| Semantic Line Detection and Its Applications | Oct 1, 2017 | ClassificationGeneral Classification | CodeCode Available | 1 |
| BoIR: Box-Supervised Instance Representation for Multi-Person Pose Estimation | Sep 25, 2023 | DisentanglementKeypoint Estimation | CodeCode Available | 1 |
| Conflict-Averse Gradient Descent for Multi-task Learning | Oct 26, 2021 | Multi-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 |
| Analyzing Multi-Task Learning for Abstractive Text Summarization | Oct 26, 2022 | Abstractive Text SummarizationMulti-Task Learning | CodeCode Available | 1 |
| Skipping the Frame-Level: Event-Based Piano Transcription With Neural Semi-CRFs | Dec 1, 2021 | Multi-Task LearningMusic Transcription | CodeCode Available | 1 |
| Sonicverse: A Multisensory Simulation Platform for Embodied Household Agents that See and Hear | Jun 1, 2023 | Multi-Task LearningVisual Navigation | 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 |
| Speech Emotion Recognition with Multi-Task Learning | Sep 6, 2021 | Emotion ClassificationEmotion Recognition | CodeCode Available | 1 |
| SpeechNet: A Universal Modularized Model for Speech Processing Tasks | May 7, 2021 | Multi-Task Learning | CodeCode Available | 1 |
| StableMTL: Repurposing Latent Diffusion Models for Multi-Task Learning from Partially Annotated Synthetic Datasets | Jun 9, 2025 | DenoisingMulti-Task Learning | CodeCode Available | 1 |
| Stance Detection Benchmark: How Robust Is Your Stance Detection? | Jan 6, 2020 | Fake News DetectionMulti-Task Learning | CodeCode Available | 1 |
| An Efficient Framework for Clustered Federated Learning | Jun 7, 2020 | ClusteringFederated Learning | CodeCode Available | 1 |
| STRAP: Robot Sub-Trajectory Retrieval for Augmented Policy Learning | Dec 19, 2024 | Dynamic Time WarpingMulti-Task Learning | CodeCode Available | 1 |
| CoTexT: Multi-task Learning with Code-Text Transformer | May 18, 2021 | Code GenerationCode Summarization | 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 |
