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Multi-Task Learning

973 papers

Papers per year

10
161
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Papers

Multi-task learning for historical text normalization: Size matters ACL 2018
A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss ACL 2018
Multitask Parsing Across Semantic Representations ACL 2018
A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling ACL 2018
On the Automatic Generation of Medical Imaging Reports ACL 2018
Supervised Treebank Conversion: Data and Approaches ACL 2018
A Multi-task Approach to Learning Multilingual Representations ACL 2018
Judicious Selection of Training Data in Assisting Language for Multilingual Neural NER ACL 2018
Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing ACL 2018
Adaptive Knowledge Sharing in Multi-Task Learning: Improving Low-Resource Neural Machine Translation ACL 2018
Polyglot Semantic Role Labeling ACL 2018
Detect-and-Track: Efficient Pose Estimation in Videos CVPR 2018
PAD-Net: Multi-Tasks Guided Prediction-and-Distillation Network for Simultaneous Depth Estimation and Scene Parsing CVPR 2018
Improving Landmark Localization With Semi-Supervised Learning CVPR 2018
Adversarial Data Programming: Using GANs to Relax the Bottleneck of Curated Labeled Data CVPR 2018
Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal CVPR 2018
Multi-Level Factorisation Net for Person Re-Identification CVPR 2018
Monocular 3D Pose and Shape Estimation of Multiple People in Natural Scenes - The Importance of Multiple Scene Constraints CVPR 2018
Pix3D: Dataset and Methods for Single-Image 3D Shape Modeling CVPR 2018
Joint Pose and Expression Modeling for Facial Expression Recognition CVPR 2018
Taskonomy: Disentangling Task Transfer Learning CVPR 2018
Multi-Task Adversarial Network for Disentangled Feature Learning CVPR 2018
2D/3D Pose Estimation and Action Recognition Using Multitask Deep Learning CVPR 2018
Temporal Deformable Residual Networks for Action Segmentation in Videos CVPR 2018
Adversarial Training for Multi-task and Multi-lingual Joint Modeling of Utterance Intent Classification EMNLP 2018