| Leveraging Language Representation for Material Recommendation, Ranking, and Exploration | May 1, 2023 | Multi-Task Learning | CodeCode Available | 1 |
| MTC: A Multi-Task Model for Encrypted Network Traffic Classification Based on Transformer and 1D-CNN | Apr 29, 2023 | Multi-Task LearningTraffic Classification | CodeCode Available | 1 |
| π-Tuning: Transferring Multimodal Foundation Models with Optimal Multi-task Interpolation | Apr 27, 2023 | Multi-Task LearningTransfer Learning | CodeCode Available | 1 |
| MetaBEV: Solving Sensor Failures for BEV Detection and Map Segmentation | Apr 19, 2023 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| Magnitude Invariant Parametrizations Improve Hypernetwork Learning | Apr 15, 2023 | Image GenerationMulti-Task Learning | CodeCode Available | 1 |
| AdaTT: Adaptive Task-to-Task Fusion Network for Multitask Learning in Recommendations | Apr 11, 2023 | 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 |
| Towards Flexible Multi-modal Document Models | Mar 31, 2023 | Multi-Task LearningPosition | CodeCode Available | 1 |
| Learning the Distribution of Errors in Stereo Matching for Joint Disparity and Uncertainty Estimation | Mar 31, 2023 | Multi-Task LearningStereo Matching | CodeCode Available | 1 |
| Self-distillation for surgical action recognition | Mar 22, 2023 | Action RecognitionMedical Image Analysis | CodeCode Available | 1 |
| Efficient Diffusion Training via Min-SNR Weighting Strategy | Mar 16, 2023 | DenoisingImage Generation | CodeCode Available | 1 |
| An End-to-End Multi-Task Learning Model for Image-based Table Recognition | Mar 15, 2023 | Cell DetectionDecoder | CodeCode Available | 1 |
| Predictive Experience Replay for Continual Visual Control and Forecasting | Mar 12, 2023 | Continual LearningModel-based Reinforcement Learning | CodeCode Available | 1 |
| HiNet: Novel Multi-Scenario & Multi-Task Learning with Hierarchical Information Extraction | Mar 10, 2023 | Multi-Task LearningRecommendation Systems | CodeCode Available | 1 |
| Audio-Visual Deception Detection: DOLOS Dataset and Parameter-Efficient Crossmodal Learning | Mar 9, 2023 | Deception DetectionMulti-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 |
| Compressed Interaction Graph based Framework for Multi-behavior Recommendation | Mar 4, 2023 | Multi-Task Learning | CodeCode Available | 1 |
| Image-Based and Partially Categorical Annotating Approach for Pedestrian Attribute Recognition | Feb 28, 2023 | AttributeMulti-Task Learning | CodeCode Available | 1 |
| Unifying Speech Enhancement and Separation with Gradient Modulation for End-to-End Noise-Robust Speech Separation | Feb 22, 2023 | Multi-Task LearningSpeech Enhancement | CodeCode Available | 1 |
| 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 |
| Recon: Reducing Conflicting Gradients from the Root for Multi-Task Learning | Feb 22, 2023 | Multi-Task Learning | CodeCode Available | 1 |
| Lip-to-Speech Synthesis in the Wild with Multi-task Learning | Feb 17, 2023 | Lip to Speech SynthesisMulti-Task Learning | CodeCode Available | 1 |
| Extraction of cropland field parcels with high resolution remote sensing using multi-task learning | Feb 14, 2023 | Edge DetectionManagement | CodeCode Available | 1 |
| Feature Decomposition for Reducing Negative Transfer: A Novel Multi-task Learning Method for Recommender System | Feb 10, 2023 | Multi-Task LearningRecommendation Systems | CodeCode Available | 1 |
| Multi-Task Recommendations with Reinforcement Learning | Feb 7, 2023 | Multi-Task LearningRecommendation Systems | CodeCode Available | 1 |
| Unifying Molecular and Textual Representations via Multi-task Language Modelling | Jan 29, 2023 | Language ModellingMolecule Captioning | CodeCode Available | 1 |
| Pre-training for Speech Translation: CTC Meets Optimal Transport | Jan 27, 2023 | Multi-Task LearningSpeech-to-Text | CodeCode Available | 1 |
| tasksource: A Dataset Harmonization Framework for Streamlined NLP Multi-Task Learning and Evaluation | Jan 14, 2023 | Language ModellingLinguistic Acceptability | CodeCode Available | 1 |
| DeMT: Deformable Mixer Transformer for Multi-Task Learning of Dense Prediction | Jan 9, 2023 | DecoderMulti-Task Learning | CodeCode Available | 1 |
| The CropAndWeed Dataset: A Multi-Modal Learning Approach for Efficient Crop and Weed Manipulation | Jan 6, 2023 | BenchmarkingCrop Classification | 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 |
| Dataless Knowledge Fusion by Merging Weights of Language Models | Dec 19, 2022 | Multi-Task Learning | CodeCode Available | 1 |
| OFASys: A Multi-Modal Multi-Task Learning System for Building Generalist Models | Dec 8, 2022 | Multi-Task Learning | CodeCode Available | 1 |
| What do you MEME? Generating Explanations for Visual Semantic Role Labelling in Memes | Dec 1, 2022 | MarketingMulti-Task Learning | CodeCode Available | 1 |
| AIONER: All-in-one scheme-based biomedical named entity recognition using deep learning | Nov 30, 2022 | AllMulti-Task Learning | CodeCode Available | 1 |
| Global and Local Hierarchy-aware Contrastive Framework for Implicit Discourse Relation Recognition | Nov 25, 2022 | Contrastive LearningMulti-Task Learning | CodeCode Available | 1 |
| Multi-Task Learning of Object State Changes from Uncurated Videos | Nov 24, 2022 | Multi-Task LearningObject | CodeCode Available | 1 |
| Unified Multimodal Model with Unlikelihood Training for Visual Dialog | Nov 23, 2022 | Answer GenerationChatbot | CodeCode Available | 1 |
| Multi-task Learning for Camera Calibration | Nov 22, 2022 | 3D ReconstructionAutonomous Driving | CodeCode Available | 1 |
| Multi-task Learning for Sparse Traffic Forecasting | Nov 18, 2022 | Graph Neural NetworkMulti-Task Learning | CodeCode Available | 1 |
| Hierarchical Pronunciation Assessment with Multi-Aspect Attention | Nov 15, 2022 | Multi-Task LearningPhone-level pronunciation scoring | CodeCode Available | 1 |
| FedCL: Federated Multi-Phase Curriculum Learning to Synchronously Correlate User Heterogeneity | Nov 14, 2022 | Federated LearningKnowledge Distillation | CodeCode Available | 1 |
| MT4SSL: Boosting Self-Supervised Speech Representation Learning by Integrating Multiple Targets | Nov 14, 2022 | Automatic Speech RecognitionMulti-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 |
| Trackerless freehand ultrasound with sequence modelling and auxiliary transformation over past and future frames | Nov 9, 2022 | Multi-Task Learning | CodeCode Available | 1 |
| Hyperparameter optimization in deep multi-target prediction | Nov 8, 2022 | AutoMLBenchmarking | CodeCode Available | 1 |
| TLP: A Deep Learning-based Cost Model for Tensor Program Tuning | Nov 7, 2022 | CPUGPU | CodeCode Available | 1 |
| Curriculum-based Asymmetric Multi-task Reinforcement Learning | Nov 7, 2022 | Multi-Task Learningreinforcement-learning | CodeCode Available | 1 |
| Hierarchical Multi-Label Classification of Scientific Documents | Nov 5, 2022 | ClassificationHierarchical Multi-label Classification | CodeCode Available | 1 |
| Semantic SuperPoint: A Deep Semantic Descriptor | Nov 2, 2022 | DecoderMulti-Task Learning | CodeCode Available | 1 |
