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Multi-Task Learning

2117 directly classified papers

Papers per year

Papers

Joint Structural Estimation of Multiple Graphical Models JMLR 2016
User Classification with Multiple Textual Perspectives COLING 2016
Multi-view and multi-task training of RST discourse parsers COLING 2016
Distributional Hypernym Generation by Jointly Learning Clusters and Projections COLING 2016
A Unified Architecture for Semantic Role Labeling and Relation Classification COLING 2016
Hashtag Recommendation Using End-To-End Memory Networks with Hierarchical Attention COLING 2016
Keystroke dynamics as signal for shallow syntactic parsing COLING 2016
Improving historical spelling normalization with bi-directional LSTMs and multi-task learning COLING 2016
CP-mtML: Coupled Projection Multi-Task Metric Learning for Large Scale Face Retrieval CVPR 2016
A Universal Framework for Inductive Transfer Parsing across Multi-typed Treebanks COLING 2016
Phonetic Context Embeddings for DNN-HMM Phone Recognition INTERSPEECH 2016
Multiplicative Multitask Feature Learning JMLR 2016
A Bayesian Nonparametric Approach for Multi-label Classification ACML 2016
Localized Multiple Kernel Learning—A Convex Approach ACML 2016
Multitask Principal Component Analysis ACML 2016
Random Fourier Features For Operator-Valued Kernels ACML 2016
Noise and Metadata Sensitive Bottleneck Features for Improving Speaker Recognition with Non-Native Speech Input INTERSPEECH 2016
Patient Risk Stratification with Time-Varying Parameters: A Multitask Learning Approach JMLR 2016
Multi-task Prediction of Disease Onsets from Longitudinal Laboratory Tests MLHC 2016
Multi-task Learning with Weak Class Labels: Leveraging iEEG to Detect Cortical Lesions in Cryptogenic Epilepsy MLHC 2016
PPP: Joint Pointwise and Pairwise Image Label Prediction CVPR 2016
Deep Neural Network Based Acoustic-to-Articulatory Inversion Using Phone Sequence Information INTERSPEECH 2016
Multi-Task Learning and Weighted Cross-Entropy for DNN-Based Keyword Spotting INTERSPEECH 2016
DCAN: Deep Contour-Aware Networks for Accurate Gland Segmentation CVPR 2016
Sincerity and Deception in Speech: Two Sides of the Same Coin? A Transfer- and Multi-Task Learning Perspective INTERSPEECH 2016