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Transfer Learning

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Papers

Modal Consistency based Pre-Trained Multi-Model Reuse IJCAI 2017
Improving DNN Bluetooth Narrowband Acoustic Models by Cross-Bandwidth and Cross-Lingual Initialization INTERSPEECH 2017
Approaches for Neural-Network Language Model Adaptation INTERSPEECH 2017
Multi-Task Learning Using Mismatched Transcription for Under-Resourced Speech Recognition INTERSPEECH 2017
On Improving Acoustic Models for TORGO Dysarthric Speech Database INTERSPEECH 2017
Joint distribution optimal transportation for domain adaptation NIPS 2017
Consistent Multitask Learning with Nonlinear Output Relations NIPS 2017
Multitask Spectral Learning of Weighted Automata NIPS 2017
Wasserstein Learning of Deep Generative Point Process Models NIPS 2017
Improving Facial Attribute Prediction Using Semantic Segmentation CVPR 2017
Interspecies Knowledge Transfer for Facial Keypoint Detection CVPR 2017
Semantic Compositional Networks for Visual Captioning CVPR 2017
Deep Hashing Network for Unsupervised Domain Adaptation CVPR 2017
A Gift From Knowledge Distillation: Fast Optimization, Network Minimization and Transfer Learning CVPR 2017
Tomography of the London Underground: a Scalable Model for Origin-Destination Data NIPS 2017
Gradients of Generative Models for Improved Discriminative Analysis of Tandem Mass Spectra NIPS 2017
Learning Multiple Tasks with Multilinear Relationship Networks NIPS 2017
Efficient Modeling of Latent Information in Supervised Learning using Gaussian Processes NIPS 2017
Predictive State Recurrent Neural Networks NIPS 2017
ExtremeWeather: A large-scale climate dataset for semi-supervised detection, localization, and understanding of extreme weather events NIPS 2017
A Semi-Supervised Learning Approach for Acoustic-Prosodic Personality Perception in Under-Resourced Domains INTERSPEECH 2017
Autoencoder Based Domain Adaptation for Speaker Recognition Under Insufficient Channel Information INTERSPEECH 2017
Improving the Effectiveness of Speaker Verification Domain Adaptation with Inadequate In-Domain Data INTERSPEECH 2017
Incorporating Global Visual Features into Attention-based Neural Machine Translation. EMNLP 2017
Crowdsourcing Universal Part-of-Speech Tags for Code-Switching INTERSPEECH 2017