Multi-Task Learning

Provably efficient multi-task reinforcement learning with model transfer NeurIPS 2021 QuadroNet: Multi-Task Learning for Real-Time Semantic Depth Aware Instance Segmentation WACV 2021 Question Answering over Electronic Devices: A New Benchmark Dataset and a Multi-Task Learning based QA Framework EMNLP 2021 Randomized Entity-wise Factorization for Multi-Agent Reinforcement Learning ICML 2021 Re-entry Prediction for Online Conversations via Self-Supervised Learning EMNLP 2021 Regressive Ensemble for Machine Translation Quality Evaluation EMNLP 2021 Rethinking Object Detection in Retail Stores AAAI 2021 Revisiting Knowledge Distillation: An Inheritance and Exploration Framework CVPR 2021 Revisiting Peng’s Q($λ$) for Modern Reinforcement Learning ICML 2021 RevMan: Revenue-aware Multi-task Online Insurance Recommendation AAAI 2021 Robust Small Object Detection on the Water Surface Through Fusion of Camera and Millimeter Wave Radar ICCV 2021 Scene Text Retrieval via Joint Text Detection and Similarity Learning CVPR 2021 Self-Teaching Machines to Read and Comprehend with Large-Scale Multi-Subject Question-Answering Data EMNLP 2021 Semantic Palette: Guiding Scene Generation With Class Proportions CVPR 2021 Simple or Complex? Complexity-controllable Question Generation with Soft Templates and Deep Mixture of Experts Model EMNLP 2021 Single-dataset Experts for Multi-dataset Question Answering EMNLP 2021 Skeleton2Mesh: Kinematics Prior Injected Unsupervised Human Mesh Recovery ICCV 2021 Snowflake: Scaling GNNs to high-dimensional continuous control via parameter freezing NeurIPS 2021 Split then Refine: Stacked Attention-guided ResUNets for Blind Single Image Visible Watermark Removal AAAI 2021 Stock Selection via Spatiotemporal Hypergraph Attention Network: A Learning to Rank Approach AAAI 2021 Suboptimal coverings for continuous spaces of control tasks L4DC 2021 Syntactic Nuclei in Dependency Parsing – A Multilingual Exploration EACL 2021 Synthetic Data Generation and Multi-Task Learning for Extracting Temporal Information from Health-Related Narrative Text EMNLP 2021 T2NER: Transformers based Transfer Learning Framework for Named Entity Recognition EACL 2021 Targeted Keyword Filtering for Accelerated Spoken Topic Identification Interspeech 2021