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Transfer Learning

8078 directly classified papers

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Papers

Mismatched Crowdsourcing from Multiple Annotator Languages for Recognizing Zero-Resourced Languages: A Nullspace Clustering Approach INTERSPEECH 2017
Word Etymology as Native Language Interference EMNLP 2017
Model Transfer for Tagging Low-resource Languages using a Bilingual Dictionary ACL 2017
Bandit Structured Prediction for Neural Sequence-to-Sequence Learning ACL 2017
Generating and Exploiting Large-scale Pseudo Training Data for Zero Pronoun Resolution ACL 2017
Autonomous Task Sequencing for Customized Curriculum Design in Reinforcement Learning IJCAI 2017
Directing Attention During Perceptual Training: A Preliminary Study of Phonetic Learning in Southern Min by Mandarin Speakers INTERSPEECH 2017
Cross-domain Semantic Parsing via Paraphrasing EMNLP 2017
Improving Child Speech Disorder Assessment by Incorporating Out-of-Domain Adult Speech INTERSPEECH 2017
Improving Mispronunciation Detection for Non-Native Learners with Multisource Information and LSTM-Based Deep Models INTERSPEECH 2017
Minimax rates for cost-sensitive learning on manifolds with approximate nearest neighbours ALT 2017
Generalizing to Unseen Entities and Entity Pairs with Row-less Universal Schema EACL 2017
Weakly Supervised Semantic Segmentation Using Web-Crawled Videos CVPR 2017
Semi-supervised Learning with GANs: Manifold Invariance with Improved Inference NIPS 2017
Generalized Cylinders for Learning, Reproduction, Generalization, and Refinement of Robot Skills RSS 2017
Unsupervised Cross-Lingual Scaling of Political Texts EACL 2017
Deep Auto-Encoder Based Multi-Task Learning Using Probabilistic Transcriptions INTERSPEECH 2017
Mind the Class Weight Bias: Weighted Maximum Mean Discrepancy for Unsupervised Domain Adaptation CVPR 2017
Unsupervised Pixel-Level Domain Adaptation With Generative Adversarial Networks CVPR 2017
The LENA System Applied to Swedish: Reliability of the Adult Word Count Estimate INTERSPEECH 2017
Bimodal Recurrent Neural Network for Audiovisual Voice Activity Detection INTERSPEECH 2017
Multi-Modal Imitation Learning from Unstructured Demonstrations using Generative Adversarial Nets NIPS 2017
Q-LDA: Uncovering Latent Patterns in Text-based Sequential Decision Processes NIPS 2017
Derivation of Document Vectors from Adaptation of LSTM Language Model EACL 2017
Recurrent Neural Aligner: An Encoder-Decoder Neural Network Model for Sequence to Sequence Mapping INTERSPEECH 2017