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Transfer Learning

8078 directly classified papers

Papers per year

Papers

On Robustness of Unsupervised Domain Adaptation for Speaker Recognition INTERSPEECH 2019
A Hybrid Approach to Acoustic Scene Classification Based on Universal Acoustic Models INTERSPEECH 2019
Deep Speaker Recognition: Modular or Monolithic? INTERSPEECH 2019
Better Fine-Tuning via Instance Weighting for Text Classification AAAI 2019
Learning Multi-Task Communication with Message Passing for Sequence Learning AAAI 2019
Exploiting Coarse-to-Fine Task Transfer for Aspect-Level Sentiment Classification AAAI 2019
Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons AAAI 2019
Multi-Dialect Acoustic Modeling Using Phone Mapping and Online i-Vectors INTERSPEECH 2019
Linguistic Versus Latent Relations for Modeling Coherent Flow in Paragraphs EMNLP 2019
Transfer Learning by Adaptive Merging of Multiple Models MIDL 2019
Generative Image Translation for Data Augmentation of Bone Lesion Pathology MIDL 2019
A Label Informative Wide & Deep Classifier for Patents and Papers EMNLP 2019
Improving Neural Machine Translation by Achieving Knowledge Transfer with Sentence Alignment Learning CONLL 2019
Low-Resource Parsing with Crosslingual Contextualized Representations CONLL 2019
Cross-Lingual Dependency Parsing with Unlabeled Auxiliary Languages CONLL 2019
Learning a Unified Named Entity Tagger from Multiple Partially Annotated Corpora for Efficient Adaptation CONLL 2019
Contextualized Cross-Lingual Event Trigger Extraction with Minimal Resources CONLL 2019
Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract Programs EMNLP 2019
MedCATTrainer: A Biomedical Free Text Annotation Interface with Active Learning and Research Use Case Specific Customisation EMNLP 2019
Variational Conditional GAN for Fine-grained Controllable Image Generation ACML 2019
Multi-modal Representation Learning for Successive POI Recommendation ACML 2019
Forward and Backward Knowledge Transfer for Sentiment Classification ACML 2019
Text Length Adaptation in Sentiment Classification ACML 2019
From Implicit to Explicit Feedback: A deep neural network for modeling the sequential behavior of online users ACML 2019
Contextual Imagined Goals for Self-Supervised Robotic Learning CORL 2019