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Transfer Learning

1113 directly classified papers

Papers per year

Papers

Transfer Learning Between Related Tasks Using Expected Label Proportions EMNLP 2019
UER: An Open-Source Toolkit for Pre-training Models IJCNLP 2019
Hierarchical Transfer Learning for Multi-label Text Classification ACL 2019
Transfer Learning Based Free-Form Speech Command Classification for Low-Resource Languages ACL 2019
Transferring Knowledge from Discourse to Arguments: A Case Study with Scientific Abstracts ACL 2019
MSIT_SRIB at MEDIQA 2019: Knowledge Directed Multi-task Framework for Natural Language Inference in Clinical Domain. ACL 2019
The RWTH Aachen University Machine Translation Systems for WMT 2019 ACL 2019
What Should I Learn First: Introducing LectureBank for NLP Education and Prerequisite Chain Learning AAAI 2019
End-to-End Multi-Speaker Speech Recognition Using Speaker Embeddings and Transfer Learning INTERSPEECH 2019
Lombard Speech Synthesis Using Transfer Learning in a Tacotron Text-to-Speech System INTERSPEECH 2019
Modeling Labial Coarticulation with Bidirectional Gated Recurrent Networks and Transfer Learning INTERSPEECH 2019
Neural Transfer Learning for Cry-Based Diagnosis of Perinatal Asphyxia INTERSPEECH 2019
Reverse Transfer Learning: Can Word Embeddings Trained for Different NLP Tasks Improve Neural Language Models? INTERSPEECH 2019
Better Fine-Tuning via Instance Weighting for Text Classification AAAI 2019
A Meta-Learning Approach for Custom Model Training AAAI 2019
Spatially Aggregated Gaussian Processes with Multivariate Areal Outputs NIPS 2019
Greedy Layerwise Learning Can Scale To ImageNet ICML 2019
Transfer Learning for Related Reinforcement Learning Tasks via Image-to-Image Translation ICML 2019
NICT’s participation to WAT 2019: Multilingualism and Multi-step Fine-Tuning for Low Resource NMT EMNLP 2019
Domain Adaptation for Person-Job Fit with Transferable Deep Global Match Network IJCNLP 2019
Self-Supervised Representation Learning From Multi-Domain Data ICCV 2019
On the End-to-End Solution to Mandarin-English Code-Switching Speech Recognition INTERSPEECH 2019
End-to-End Text-to-Speech for Low-Resource Languages by Cross-Lingual Transfer Learning INTERSPEECH 2019
Neural Task Graphs: Generalizing to Unseen Tasks From a Single Video Demonstration CVPR 2019
Large-Scale Weakly-Supervised Pre-Training for Video Action Recognition CVPR 2019