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Transfer Learning

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Papers

A Transfer Learning Based Feature Extractor for Polyphonic Sound Event Detection Using Connectionist Temporal Classification INTERSPEECH 2017
Emotional Voice Conversion with Adaptive Scales F0 Based on Wavelet Transform Using Limited Amount of Emotional Data INTERSPEECH 2017
Speaker Adaptation in DNN-Based Speech Synthesis Using d-Vectors INTERSPEECH 2017
SitNet: Discrete Similarity Transfer Network for Zero-shot Hashing IJCAI 2017
Multilingual Hierarchical Attention Networks for Document Classification IJCNLP 2017
Estimating Reactions and Recommending Products with Generative Models of Reviews IJCNLP 2017
Bilingual Word Embeddings for Bilingual Terminology Extraction from Specialized Comparable Corpora IJCNLP 2017
Learning Transferable Representation for Bilingual Relation Extraction via Convolutional Neural Networks IJCNLP 2017
Reusing Neural Speech Representations for Auditory Emotion Recognition IJCNLP 2017
Embracing Non-Traditional Linguistic Resources for Low-resource Language Name Tagging IJCNLP 2017
Low-Resource Named Entity Recognition with Cross-lingual, Character-Level Neural Conditional Random Fields IJCNLP 2017
Counterfactual Language Model Adaptation for Suggesting Phrases IJCNLP 2017
Transferring Semantic Roles Using Translation and Syntactic Information IJCNLP 2017
A Generative Parser with a Discriminative Recognition Algorithm ACL 2017
Cross-modal Common Representation Learning by Hybrid Transfer Network IJCAI 2017
Source-Target Similarity Modelings for Multi-Source Transfer Gaussian Process Regression ICML 2017
Learning to select data for transfer learning with Bayesian Optimization EMNLP 2017
Exploiting Music Play Sequence for Music Recommendation IJCAI 2017
Deep Multi-species Embedding IJCAI 2017
Effective shared representations with Multitask Learning for Community Question Answering EACL 2017
Learning from Data Heterogeneity: Algorithms and Applications IJCAI 2017
Learning Shape Abstractions by Assembling Volumetric Primitives CVPR 2017
Improving Neural Parsing by Disentangling Model Combination and Reranking Effects ACL 2017
Incorporating Uncertainty into Deep Learning for Spoken Language Assessment ACL 2017
Leveraging Knowledge Bases in LSTMs for Improving Machine Reading ACL 2017