| Meta-World: A Benchmark and Evaluation for Multi-Task and Meta Reinforcement Learning | Oct 24, 2019 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 2 |
| Promoting the Knowledge of Source Syntax in Transformer NMT Is Not Needed | Oct 24, 2019 | Machine TranslationMulti-Task Learning | —Unverified | 0 |
| Deep generative model-driven multimodal prostate segmentation in radiotherapy | Oct 23, 2019 | Medical Image AnalysisMulti-Task Learning | —Unverified | 0 |
| MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension | Oct 22, 2019 | Multi-Task LearningQuestion Answering | CodeCode Available | 0 |
| Large-scale Causal Approaches to Debiasing Post-click Conversion Rate Estimation with Multi-task Learning | Oct 16, 2019 | Multi-Task LearningRecommendation Systems | —Unverified | 0 |
| Rugby-Bot: Utilizing Multi-Task Learning & Fine-Grained Features for Rugby League Analysis | Oct 16, 2019 | Multi-Task LearningPrediction | —Unverified | 0 |
| Entire Space Multi-Task Modeling via Post-Click Behavior Decomposition for Conversion Rate Prediction | Oct 15, 2019 | Click-Through Rate PredictionMulti-Task Learning | —Unverified | 0 |
| Self-supervised Label Augmentation via Input Transformations | Oct 14, 2019 | Data Augmentationimbalanced classification | CodeCode Available | 0 |
| SUM: Suboptimal Unitary Multi-task Learning Framework for Spatiotemporal Data Prediction | Oct 11, 2019 | Meta-LearningMulti-Task Learning | —Unverified | 0 |
| Multi-Task Learning for Conversational Question Answering over a Large-Scale Knowledge Base | Oct 11, 2019 | Conversational Question AnsweringMulti-Task Learning | CodeCode Available | 0 |
| Flexible Multi-task Networks by Learning Parameter Allocation | Oct 10, 2019 | Multi-Task Learning | —Unverified | 0 |
| The Sparse Reverse of Principal Component Analysis for Fast Low-Rank Matrix Completion | Oct 4, 2019 | Image ReconstructionLow-Rank Matrix Completion | —Unverified | 0 |
| Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints | Oct 4, 2019 | ClusteringFederated Learning | CodeCode Available | 0 |
| NeurReg: Neural Registration and Its Application to Image Segmentation | Oct 4, 2019 | Image RegistrationImage Segmentation | CodeCode Available | 0 |
| Hitachi at MRP 2019: Unified Encoder-to-Biaffine Network for Cross-Framework Meaning Representation Parsing | Oct 3, 2019 | DecoderMulti-Task Learning | —Unverified | 0 |
| On the Detection of Digital Face Manipulation | Oct 3, 2019 | Binary ClassificationFace Detection | CodeCode Available | 1 |
| Joint Acne Image Grading and Counting via Label Distribution Learning | Oct 1, 2019 | Acne Severity GradingMedical Image Classification | CodeCode Available | 0 |
| Learning to Jointly Generate and Separate Reflections | Oct 1, 2019 | Multi-Task LearningReflection Removal | —Unverified | 0 |
| MMM: Multi-stage Multi-task Learning for Multi-choice Reading Comprehension | Oct 1, 2019 | Logical ReasoningMachine Reading Comprehension | CodeCode Available | 0 |
| Single-Network Whole-Body Pose Estimation | Sep 30, 2019 | Multi-Task LearningPose Estimation | CodeCode Available | 0 |
| Tensor-based Cooperative Control for Large Scale Multi-intersection Traffic Signal Using Deep Reinforcement Learning and Imitation Learning | Sep 30, 2019 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| Gated Task Interaction Framework for Multi-task Sequence Tagging | Sep 29, 2019 | ChunkingMulti-Task Learning | CodeCode Available | 0 |
| Towards Real-Time Multi-Object Tracking | Sep 27, 2019 | Multi-Object TrackingMultiple Object Tracking | CodeCode Available | 2 |
| GECOR: An End-to-End Generative Ellipsis and Co-reference Resolution Model for Task-Oriented Dialogue | Sep 26, 2019 | Multi-Task Learning | —Unverified | 0 |
| RLBench: The Robot Learning Benchmark & Learning Environment | Sep 26, 2019 | Few-Shot LearningImitation Learning | CodeCode Available | 0 |
