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Multi-Task Learning

2117 directly classified papers

Papers per year

Papers

A New Ensemble Learning Framework for 3D Biomedical Image Segmentation AAAI 2019
Learning Personalized Attribute Preference via Multi-Task AUC Optimization AAAI 2019
Confidence Weighted Multitask Learning AAAI 2019
Training Deep Neural Networks in Generations: A More Tolerant Teacher Educates Better Students AAAI 2019
Incomplete Label Multi-Task Deep Learning for Spatio-Temporal Event Subtype Forecasting AAAI 2019
Learning from Web Data Using Adversarial Discriminative Neural Networks for Fine-Grained Classification AAAI 2019
Jointly Learning to Label Sentences and Tokens AAAI 2019
Trigger Word Detection and Thematic Role Identification via BERT and Multitask Learning EMNLP 2019
Modelling the interplay of metaphor and emotion through multitask learning EMNLP 2019
A Multi-Task Learning Approach for Answer Selection: A Study and a Chinese Law Dataset AAAI 2019
A Hierarchical Multi-Task Approach for Learning Embeddings from Semantic Tasks AAAI 2019
MCP: Learning Composable Hierarchical Control with Multiplicative Compositional Policies NIPS 2019
Online-Within-Online Meta-Learning NIPS 2019
WAIS: Word Attention for Joint Intent Detection and Slot Filling AAAI 2019
Pareto Multi-Task Learning NIPS 2019
Learning Generalizable Device Placement Algorithms for Distributed Machine Learning NIPS 2019
Slice-based Learning: A Programming Model for Residual Learning in Critical Data Slices NIPS 2019
Columbia at SemEval-2019 Task 7: Multi-task Learning for Stance Classification and Rumour Verification SEMEVAL 2019
Simultaneously Learning Vision and Feature-Based Control Policies for Real-World Ball-In-A-Cup RSS 2019
Improving Neural Story Generation by Targeted Common Sense Grounding EMNLP 2019
A Structured Prediction Approach for Generalization in Cooperative Multi-Agent Reinforcement Learning NIPS 2019
Offline Contextual Bayesian Optimization NIPS 2019
Multi-resolution Multi-task Gaussian Processes NIPS 2019
Adaptive Auxiliary Task Weighting for Reinforcement Learning NIPS 2019
Improved Road Connectivity by Joint Learning of Orientation and Segmentation CVPR 2019