| 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 |
