Multi-Task Learning

Polygonal Building Extraction by Frame Field Learning CVPR 2021 Progressive Multi-task Learning with Controlled Information Flow for Joint Entity and Relation Extraction AAAI 2021 Revisit Multimodal Meta-Learning through the Lens of Multi-Task Learning NeurIPS 2021 Seeking Common but Distinguishing Difference, A Joint Aspect-based Sentiment Analysis Model EMNLP 2021 Semi-Supervised Learning for Multi-Task Scene Understanding by Neural Graph Consensus AAAI 2021 Task Uncertainty Loss Reduce Negative Transfer in Asymmetric Multi-task Feature Learning (Student Abstract) AAAI 2021 Temporal Pyramid Network for Pedestrian Trajectory Prediction with Multi-Supervision AAAI 2021 The Stem Cell Hypothesis: Dilemma behind Multi-Task Learning with Transformer Encoders EMNLP 2021 Three Birds with One Stone: Multi-Task Temporal Action Detection via Recycling Temporal Annotations CVPR 2021 Towards Making the Most of Dialogue Characteristics for Neural Chat Translation EMNLP 2021 Towards Reusable Network Components by Learning Compatible Representations AAAI 2021 Track To Detect and Segment: An Online Multi-Object Tracker CVPR 2021 Trash or Treasure? An Interactive Dual-Stream Strategy for Single Image Reflection Separation NeurIPS 2021 TUDa at WMT21: Sentence-Level Direct Assessment with Adapters EMNLP 2021 UniRE: A Unified Label Space for Entity Relation Extraction ACL 2021 What If Sentence-hood is Hard to Define: A Case Study in Chinese Reading Comprehension EMNLP 2021 What’s in Your Head? Emergent Behaviour in Multi-Task Transformer Models EMNLP 2021 When Age-Invariant Face Recognition Meets Face Age Synthesis: A Multi-Task Learning Framework CVPR 2021 XLPT-AMR: Cross-Lingual Pre-Training via Multi-Task Learning for Zero-Shot AMR Parsing and Text Generation ACL 2021 Your "Flamingo" is My "Bird": Fine-Grained, or Not CVPR 2021 12-in-1: Multi-Task Vision and Language Representation Learning CVPR 2020 Adaptive Activation Network and Functional Regularization for Efficient and Flexible Deep Multi-Task Learning AAAI 2020 AdaShare: Learning What To Share For Efficient Deep Multi-Task Learning NeurIPS 2020 A Dual-Attention Network for Joint Named Entity Recognition and Sentence Classification of Adverse Drug Events EMNLP 2020 Advancing Seq2seq with Joint Paraphrase Learning EMNLP 2020