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Transfer Learning

2,822 papers

Papers per year

12
327
471
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Papers

Adapting Multilingual NMT to Extremely Low Resource Languages FBK’s Participation in the Basque-English Low-Resource MT Task, IWSLT 2018 EMNLP 2018
Data Selection with Feature Decay Algorithms Using an Approximated Target Side EMNLP 2018
Syntax-based Transfer Learning for the Task of Biomedical Relation Extraction EMNLP 2018
Amobee at IEST 2018: Transfer Learning from Language Models EMNLP 2018
NTUA-SLP at IEST 2018: Ensemble of Neural Transfer Methods for Implicit Emotion Classification EMNLP 2018
Neural Machine Translation into Language Varieties EMNLP 2018
Massively Parallel Cross-Lingual Learning in Low-Resource Target Language Translation EMNLP 2018
Trivial Transfer Learning for Low-Resource Neural Machine Translation EMNLP 2018
Parameter Sharing Methods for Multilingual Self-Attentional Translation Models EMNLP 2018
CUNI Submissions in WMT18 EMNLP 2018
Not All Samples Are Created Equal: Deep Learning with Importance Sampling ICML 2018
Fast Parametric Learning with Activation Memorization ICML 2018
Curriculum Learning by Transfer Learning: Theory and Experiments with Deep Networks ICML 2018
Learning Transferable UAV for Forest Visual Perception IJCAI 2018
Implementing Fusion Techniques for the Classification of Paralinguistic Information INTERSPEECH 2018
Efficient Keyword Spotting Using Time Delay Neural Networks INTERSPEECH 2018
Music Genre Recognition Using Deep Neural Networks and Transfer Learning INTERSPEECH 2018
Data Requirements, Selection and Augmentation for DNN-based Speech Synthesis from Crowdsourced Data INTERSPEECH 2018
Deep Noise Tracking Network: A Hybrid Signal Processing/Deep Learning Approach to Speech Enhancement INTERSPEECH 2018
QuickEdit: Editing Text & Translations by Crossing Words Out NAACL 2018
Learning Multiple Tasks with Multilinear Relationship Networks NIPS 2017
Label Efficient Learning of Transferable Representations acrosss Domains and Tasks NIPS 2017
Matching neural paths: transfer from recognition to correspondence search NIPS 2017
Learning multiple visual domains with residual adapters NIPS 2017
Overcoming Catastrophic Forgetting by Incremental Moment Matching NIPS 2017