| Robust Learning Through Cross-Task Consistency | Jun 7, 2020 | 3D ReconstructionDepth Estimation | CodeCode Available | 1 |
| An Efficient Framework for Clustered Federated Learning | Jun 7, 2020 | ClusteringFederated Learning | CodeCode Available | 1 |
| Encoding formulas as deep networks: Reinforcement learning for zero-shot execution of LTL formulas | Jun 1, 2020 | MinecraftMulti-Task Learning | CodeCode Available | 1 |
| Massive Choice, Ample Tasks (MaChAmp): A Toolkit for Multi-task Learning in NLP | May 29, 2020 | Dependency ParsingLanguage Modeling | CodeCode Available | 1 |
| Deep Learning for Automatic Pneumonia Detection | May 28, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 |
| M2GRL: A Multi-task Multi-view Graph Representation Learning Framework for Web-scale Recommender Systems | May 20, 2020 | Graph Representation LearningInductive Bias | 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 |
| Multi-task pre-training of deep neural networks for digital pathology | May 5, 2020 | General ClassificationMulti-Task Learning | CodeCode Available | 1 |
| Words aren't enough, their order matters: On the Robustness of Grounding Visual Referring Expressions | May 4, 2020 | Contrastive LearningMulti-Task Learning | CodeCode Available | 1 |
| UnifiedQA: Crossing Format Boundaries With a Single QA System | May 2, 2020 | Common Sense ReasoningLanguage Modeling | CodeCode Available | 1 |
| PAMTRI: Pose-Aware Multi-Task Learning for Vehicle Re-Identification Using Highly Randomized Synthetic Data | May 2, 2020 | AttributeMulti-Task Learning | CodeCode Available | 1 |
| Aggression and Misogyny Detection using BERT: A Multi-Task Approach | May 1, 2020 | Abusive LanguageAggression Identification | CodeCode Available | 1 |
| Polygonal Building Segmentation by Frame Field Learning | Apr 30, 2020 | Image SegmentationMulti-Task Learning | CodeCode Available | 1 |
| Multi-Task Learning for Dense Prediction Tasks: A Survey | Apr 28, 2020 | Multi-Task LearningPrediction | CodeCode Available | 1 |
| Kungfupanda at SemEval-2020 Task 12: BERT-Based Multi-Task Learning for Offensive Language Detection | Apr 28, 2020 | Abuse DetectionLanguage Modeling | CodeCode Available | 1 |
| Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting | Apr 27, 2020 | Multi-Task LearningTransfer Learning | CodeCode Available | 1 |
| Empirical Bayes Transductive Meta-Learning with Synthetic Gradients | Apr 27, 2020 | Few-Shot Image ClassificationMeta-Learning | CodeCode Available | 1 |
| MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization | Apr 26, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| SpEx: Multi-Scale Time Domain Speaker Extraction Network | Apr 17, 2020 | DecoderMulti-Task Learning | CodeCode Available | 1 |
| Meta-Learning in Neural Networks: A Survey | Apr 11, 2020 | Few-Shot LearningHyperparameter Optimization | CodeCode Available | 1 |
| Spatio-temporal Learning from Longitudinal Data for Multiple Sclerosis Lesion Segmentation | Apr 7, 2020 | Lesion SegmentationMulti-Task Learning | CodeCode Available | 1 |
| Transformers to Learn Hierarchical Contexts in Multiparty Dialogue for Span-based Question Answering | Apr 7, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Deep Homography Estimation for Dynamic Scenes | Apr 5, 2020 | Homography EstimationMulti-Task Learning | CodeCode Available | 1 |
| 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 |
| FairMOT: On the Fairness of Detection and Re-Identification in Multiple Object Tracking | Apr 4, 2020 | FairnessMulti-Object Tracking | CodeCode Available | 1 |
| MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning | Mar 31, 2020 | Multi-Task LearningNeural Architecture Search | 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 |
| Multi-Task Reinforcement Learning with Soft Modularization | Mar 30, 2020 | Meta-LearningMulti-Task Learning | CodeCode Available | 1 |
| A Unified Object Motion and Affinity Model for Online Multi-Object Tracking | Mar 25, 2020 | Metric LearningMulti-Object Tracking | CodeCode Available | 1 |
| Multi-task Learning with Coarse Priors for Robust Part-aware Person Re-identification | Mar 18, 2020 | Multi-Task LearningPerson Re-Identification | CodeCode Available | 1 |
| DisCor: Corrective Feedback in Reinforcement Learning via Distribution Correction | Mar 16, 2020 | Deep Reinforcement LearningMeta-Learning | CodeCode Available | 1 |
| Evaluating Logical Generalization in Graph Neural Networks | Mar 14, 2020 | Continual LearningDiversity | 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 |
| Indoor Scene Recognition in 3D | Feb 28, 2020 | 3D geometryMulti-Task Learning | CodeCode Available | 1 |
| Lipschitz standardization for multivariate learning | Feb 26, 2020 | ImputationMulti-Task Learning | CodeCode Available | 1 |
| End-to-end Emotion-Cause Pair Extraction via Learning to Link | Feb 25, 2020 | BenchmarkingEmotion Cause Extraction | CodeCode Available | 1 |
| Speech-to-Singing Conversion in an Encoder-Decoder Framework | Feb 16, 2020 | DecoderMulti-Task Learning | CodeCode Available | 1 |
| Deeper Task-Specificity Improves Joint Entity and Relation Extraction | Feb 15, 2020 | Joint Entity and Relation ExtractionMulti-Task Learning | CodeCode Available | 1 |
| Zero-Resource Cross-Domain Named Entity Recognition | Feb 14, 2020 | Cross-Domain Named Entity RecognitionDomain Adaptation | CodeCode Available | 1 |
| SpotNet: Self-Attention Multi-Task Network for Object Detection | Feb 13, 2020 | Instance SegmentationMulti-Task Learning | CodeCode Available | 1 |
| Salvaging Federated Learning by Local Adaptation | Feb 12, 2020 | Federated LearningKnowledge Distillation | CodeCode Available | 1 |
| Learning to Incorporate Structure Knowledge for Image Inpainting | Feb 11, 2020 | Image InpaintingMulti-Task Learning | CodeCode Available | 1 |
| Self-supervised ECG Representation Learning for Emotion Recognition | Feb 4, 2020 | Emotion RecognitionMulti-Task Learning | CodeCode Available | 1 |
| Lane Detection in Low-light Conditions Using an Efficient Data Enhancement : Light Conditions Style Transfer | Feb 4, 2020 | Lane DetectionMulti-Task Learning | CodeCode Available | 1 |
| Bridging Text and Video: A Universal Multimodal Transformer for Video-Audio Scene-Aware Dialog | Feb 1, 2020 | Dialogue GenerationMulti-Task Learning | CodeCode Available | 1 |
| Gradient Surgery for Multi-Task Learning | Jan 19, 2020 | Deep Reinforcement Learningimage-classification | CodeCode Available | 1 |
| MTI-Net: Multi-Scale Task Interaction Networks for Multi-Task Learning | Jan 19, 2020 | Multi-Task LearningSemantic Segmentation | CodeCode Available | 1 |
| A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation | Jan 15, 2020 | Multi-Task LearningStory Generation | CodeCode Available | 1 |
| Stance Detection Benchmark: How Robust Is Your Stance Detection? | Jan 6, 2020 | Fake News DetectionMulti-Task Learning | CodeCode Available | 1 |
| Two-Level Transformer and Auxiliary Coherence Modeling for Improved Text Segmentation | Jan 3, 2020 | Cross-Lingual Word EmbeddingsMulti-Task Learning | CodeCode Available | 1 |
