Transfer Learning

Parallel Restarted SGD with Faster Convergence and Less Communication: Demystifying Why Model Averaging Works for Deep Learning AAAI 2019 Pivot-based Transfer Learning for Neural Machine Translation between Non-English Languages EMNLP 2019 Pushing the Limits of Low-Resource Morphological Inflection EMNLP 2019 RACAI’s System at PharmaCoNER 2019 EMNLP 2019 Rapid Customization for Event Extraction ACL 2019 Recycling a Pre-trained BERT Encoder for Neural Machine Translation EMNLP 2019 Representation Similarity Analysis for Efficient Task Taxonomy & Transfer Learning CVPR 2019 Residual Compensation Networks for Heterogeneous Face Recognition AAAI 2019 Resolving Gendered Ambiguous Pronouns with BERT ACL 2019 Robust Machine Translation with Domain Sensitive Pseudo-Sources: Baidu-OSU WMT19 MT Robustness Shared Task System Report ACL 2019 ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing ACL 2019 Semi-Supervised Transfer Learning for Image Rain Removal CVPR 2019 Sentence-Level Propaganda Detection in News Articles with Transfer Learning and BERT-BiLSTM-Capsule Model EMNLP 2019 Separate to Adapt: Open Set Domain Adaptation via Progressive Separation CVPR 2019 Sequence-To-Sequence Domain Adaptation Network for Robust Text Image Recognition CVPR 2019 Sim2real transfer learning for 3D human pose estimation: motion to the rescue NeurIPS 2019 Simple, Scalable Adaptation for Neural Machine Translation EMNLP 2019 Small and Practical BERT Models for Sequence Labeling EMNLP 2019 Soft Representation Learning for Sparse Transfer ACL 2019 SOURCE: SOURce-Conditional Elmo-style Model for Machine Translation Quality Estimation ACL 2019 SpotTune: Transfer Learning Through Adaptive Fine-Tuning CVPR 2019 Stability of Graph Scattering Transforms NeurIPS 2019 Synthetic Propaganda Embeddings To Train A Linear Projection EMNLP 2019 Synthetic QA Corpora Generation with Roundtrip Consistency ACL 2019 Task-Driven Common Representation Learning via Bridge Neural Network AAAI 2019