Transfer Learning

Mind the Class Weight Bias: Weighted Maximum Mean Discrepancy for Unsupervised Domain Adaptation CVPR 2017 Minimax rates for cost-sensitive learning on manifolds with approximate nearest neighbours ALT 2017 Mismatched Crowdsourcing from Multiple Annotator Languages for Recognizing Zero-Resourced Languages: A Nullspace Clustering Approach Interspeech 2017 Modal Consistency based Pre-Trained Multi-Model Reuse IJCAI 2017 Model Transfer for Tagging Low-resource Languages using a Bilingual Dictionary ACL 2017 Multilingual Hierarchical Attention Networks for Document Classification IJCNLP 2017 Multi-Modal Imitation Learning from Unstructured Demonstrations using Generative Adversarial Nets NeurIPS 2017 Multimodal Storytelling via Generative Adversarial Imitation Learning IJCAI 2017 Multi-Task Learning for Speaker-Role Adaptation in Neural Conversation Models IJCNLP 2017 Multi-Task Learning Using Mismatched Transcription for Under-Resourced Speech Recognition Interspeech 2017 Multitask Spectral Learning of Weighted Automata NeurIPS 2017 Multi-Task Structured Prediction for Entity Analysis: Search-Based Learning Algorithms ACML 2017 Neural Program Meta-Induction NeurIPS 2017 NITE: A Neural Inductive Teaching Framework for Domain Specific NER EMNLP 2017 On Gleaning Knowledge from Multiple Domains for Active Learning IJCAI 2017 On Improving Acoustic Models for TORGO Dysarthric Speech Database Interspeech 2017 On the Linguistic Relevance of Speech Units Learned by Unsupervised Acoustic Modeling Interspeech 2017 Predictive State Recurrent Neural Networks NeurIPS 2017 Q-LDA: Uncovering Latent Patterns in Text-based Sequential Decision Processes NeurIPS 2017 Question Answering through Transfer Learning from Large Fine-grained Supervision Data ACL 2017 Recurrent Neural Aligner: An Encoder-Decoder Neural Network Model for Sequence to Sequence Mapping Interspeech 2017 Regret Analysis for Continuous Dueling Bandit NeurIPS 2017 Regret Bounds for Lifelong Learning AISTATS 2017 Regret Bounds for Transfer Learning in Bayesian Optimisation AISTATS 2017 Reinforcement Learning with a Corrupted Reward Channel IJCAI 2017