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Multi-Task Learning

973 papers

Papers per year

10
161
92
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Papers

Here’s My Point: Joint Pointer Architecture for Argument Mining EMNLP 2017
Memory-augmented Neural Machine Translation EMNLP 2017
Using Target-side Monolingual Data for Neural Machine Translation through Multi-task Learning EMNLP 2017
Opinion Recommendation Using A Neural Model EMNLP 2017
A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks EMNLP 2017
Graph Convolutional Encoders for Syntax-aware Neural Machine Translation EMNLP 2017
Extractive Summarization Using Multi-Task Learning with Document Classification EMNLP 2017
Deep Multi-Task Learning for Aspect Term Extraction with Memory Interaction EMNLP 2017
Confident Multiple Choice Learning ICML 2017
Dynamic Multi-Task Learning with Convolutional Neural Network IJCAI 2017
Joint Learning of Dialog Act Segmentation and Recognition in Spoken Dialog Using Neural Networks IJCNLP 2017
Alternative Approaches to Neural Network Based Speaker Verification INTERSPEECH 2017
Integrated perception with recurrent multi-task neural networks NIPS 2016
Keystroke dynamics as signal for shallow syntactic parsing COLING 2016
Factors in Finetuning Deep Model for Object Detection With Long-Tail Distribution CVPR 2016
DeepFashion: Powering Robust Clothes Recognition and Retrieval With Rich Annotations CVPR 2016
Embedding Label Structures for Fine-Grained Feature Representation CVPR 2016
DCAN: Deep Contour-Aware Networks for Accurate Gland Segmentation CVPR 2016
Online Collaborative Learning for Open-Vocabulary Visual Classifiers CVPR 2016
Learning Structured Inference Neural Networks With Label Relations CVPR 2016
Multi-Scale Patch Aggregation (MPA) for Simultaneous Detection and Segmentation CVPR 2016
Instance-Aware Semantic Segmentation via Multi-Task Network Cascades CVPR 2016
Constrained Joint Cascade Regression Framework for Simultaneous Facial Action Unit Recognition and Facial Landmark Detection CVPR 2016
Cross-Stitch Networks for Multi-Task Learning CVPR 2016
Joint Unsupervised Learning of Deep Representations and Image Clusters CVPR 2016