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multi-task learning

2556 papers

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Also known as

MTL MTTL MTLN

Co-occurring keywords

transfer learning (5442) text classification (6776) representation learning (6174) neural network (6616) named entity recognition (2801) large language model (12755) domain adaptation (4578) knowledge distillation (3680) attention mechanism (3975) sentiment analysis (2079)

Papers

Relation-Aware Pedestrian Attribute Recognition with Graph Convolutional Networks AAAI 2020
Multi-Task Sequence Prediction For Tunisian Arabizi Multi-Level Annotation COLING 2020
Tensorized LSTM with Adaptive Shared Memory for Learning Trends in Multivariate Time Series AAAI 2020
Improving AMR Parsing with Sequence-to-Sequence Pre-training EMNLP 2020
A Unified Object Motion and Affinity Model for Online Multi-Object Tracking CVPR 2020
SDC-Depth: Semantic Divide-and-Conquer Network for Monocular Depth Estimation CVPR 2020
Collaborative Learning of Depth Estimation, Visual Odometry and Camera Relocalization from Monocular Videos IJCAI 2020
GTI: Learning to Generalize across Long-Horizon Tasks from Human Demonstrations RSS 2020
Compositional Transfer in Hierarchical Reinforcement Learning RSS 2020
Online Parameter-Free Learning of Multiple Low Variance Tasks UAI 2020
Towards Enhancing Faithfulness for Neural Machine Translation EMNLP 2020
Orthogonalized SGD and Nested Architectures for Anytime Neural Networks ICML 2020
Adaptive Adversarial Multi-task Representation Learning ICML 2020
Learning Compound Tasks without Task-specific Knowledge via Imitation and Self-supervised Learning ICML 2020
Self-supervised Label Augmentation via Input Transformations ICML 2020
Generalization to New Actions in Reinforcement Learning ICML 2020
Learning Task-Agnostic Embedding of Multiple Black-Box Experts for Multi-Task Model Fusion ICML 2020
Hierarchical Human Parsing With Typed Part-Relation Reasoning CVPR 2020
Which Tasks Should Be Learned Together in Multi-task Learning? ICML 2020
Inter-Task Association Critic for Cross-Resolution Person Re-Identification CVPR 2020
On the Detection of Digital Face Manipulation CVPR 2020
Revisiting the Sibling Head in Object Detector CVPR 2020
Multi-Task Learning with User Preferences: Gradient Descent with Controlled Ascent in Pareto Optimization ICML 2020
Learning to Branch for Multi-Task Learning ICML 2020
Mixture Dense Regression for Object Detection and Human Pose Estimation CVPR 2020