| Strong Baselines for Neural Semi-supervised Learning under Domain Shift | Apr 25, 2018 | Domain AdaptationMulti-Task Learning | CodeCode Available | 0 |
| Scheduled Multi-Task Learning: From Syntax to Translation | Apr 24, 2018 | DecoderMachine Translation | —Unverified | 0 |
| Linguistically-Informed Self-Attention for Semantic Role Labeling | Apr 23, 2018 | Dependency ParsingMulti-Task Learning | CodeCode Available | 0 |
| Taskonomy: Disentangling Task Transfer Learning | Apr 23, 2018 | Multi-Task LearningTransfer Learning | CodeCode Available | 0 |
| Same Representation, Different Attentions: Shareable Sentence Representation Learning from Multiple Tasks | Apr 22, 2018 | General ClassificationMulti-Task Learning | —Unverified | 0 |
| Multi-task Learning for Universal Sentence Embeddings: A Thorough Evaluation using Transfer and Auxiliary Tasks | Apr 21, 2018 | Multi-Task LearningNatural Language Inference | —Unverified | 0 |
| Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling | Apr 12, 2018 | 3D Reconstruction3D Shape Modeling | CodeCode Available | 0 |
| Multi-Task Learning for Argumentation Mining in Low-Resource Settings | Apr 11, 2018 | Multi-Task Learning | CodeCode Available | 0 |
| A Novel Multi-Task Tensor Correlation Neural Network for Facial Attribute Prediction | Apr 9, 2018 | AttributeMulti-Task Learning | —Unverified | 0 |
| Linguistically-Informed Self-Attention for Semantic Role Labeling | Apr 8, 2018 | Dependency ParsingMulti-Task Learning | —Unverified | 0 |
| Ensemble Manifold Segmentation for Model Distillation and Semi-supervised Learning | Apr 6, 2018 | General ClassificationMulti-Task Learning | —Unverified | 0 |
| Jointly Detecting and Separating Singing Voice: A Multi-Task Approach | Apr 5, 2018 | Action DetectionActivity Detection | —Unverified | 0 |
| FPAN: Fine-grained and Progressive Attention Localization Network for Data Retrieval | Apr 5, 2018 | Multi-Task LearningObject | —Unverified | 0 |
| Speaker-Invariant Training via Adversarial Learning | Apr 2, 2018 | General ClassificationMulti-Task Learning | —Unverified | 0 |
| Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning | Mar 30, 2018 | Multi-Task LearningNatural Language Inference | CodeCode Available | 0 |
| Deep Cascade Multi-task Learning for Slot Filling in Online Shopping Assistant | Mar 30, 2018 | Multi-Task LearningNatural Language Understanding | CodeCode Available | 0 |
| End-to-End Multi-Task Learning with Attention | Mar 28, 2018 | image-classificationMulti-Task Learning | CodeCode Available | 1 |
| Unsupervised Domain Adaptation: A Multi-task Learning-based Method | Mar 25, 2018 | Domain AdaptationMulti-Task Learning | —Unverified | 0 |
| VQA-E: Explaining, Elaborating, and Enhancing Your Answers for Visual Questions | Mar 20, 2018 | Explanatory Visual Question AnsweringMulti-Task Learning | —Unverified | 0 |
| Revisiting RCNN: On Awakening the Classification Power of Faster RCNN | Mar 19, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| The ApolloScape Open Dataset for Autonomous Driving and its Application | Mar 16, 2018 | Autonomous DrivingInstance Segmentation | CodeCode Available | 1 |
| Adversarial Data Programming: Using GANs to Relax the Bottleneck of Curated Labeled Data | Mar 14, 2018 | Multi-Task LearningTransfer Learning | CodeCode Available | 0 |
| Driving Scene Perception Network: Real-time Joint Detection, Depth Estimation and Semantic Segmentation | Mar 10, 2018 | Autonomous DrivingDepth Estimation | —Unverified | 0 |
| Neural Aesthetic Image Reviewer | Feb 28, 2018 | Multi-Task Learning | —Unverified | 0 |
| Fusion of Multispectral Data Through Illumination-aware Deep Neural Networks for Pedestrian Detection | Feb 27, 2018 | Autonomous DrivingMultispectral Object Detection | —Unverified | 0 |
