Transfer Learning

Robust and Efficient Transfer Learning with Hidden Parameter Markov Decision Processes NeurIPS 2017 Salience Rank: Efficient Keyphrase Extraction with Topic Modeling ACL 2017 Sentence Alignment Methods for Improving Text Simplification Systems ACL 2017 Sentiment Lexicon Construction with Representation Learning Based on Hierarchical Sentiment Supervision EMNLP 2017 Sim-to-Real Robot Learning from Pixels with Progressive Nets CoRL 2017 SitNet: Discrete Similarity Transfer Network for Zero-shot Hashing IJCAI 2017 Source-Target Similarity Modelings for Multi-Source Transfer Gaussian Process Regression ICML 2017 Speaker Verification Under Adverse Conditions Using i-Vector Adaptation and Neural Networks Interspeech 2017 SPFTN: A Self-Paced Fine-Tuning Network for Segmenting Objects in Weakly Labelled Videos CVPR 2017 Split and Rephrase EMNLP 2017 Successor Features for Transfer in Reinforcement Learning NeurIPS 2017 Synthesizing Samples for Zero-shot Learning IJCAI 2017 Temporal dynamics of semantic relations in word embeddings: an application to predicting armed conflict participants EMNLP 2017 Tensor Based Knowledge Transfer Across Skill Categories for Robot Control IJCAI 2017 Towards a Universal Sentiment Classifier in Multiple languages EMNLP 2017 Towards String-To-Tree Neural Machine Translation ACL 2017 Transfer Learning across Low-Resource, Related Languages for Neural Machine Translation IJCNLP 2017 Transfer Learning and Distillation Techniques to Improve the Acoustic Modeling of Low Resource Languages Interspeech 2017 Transfer Learning Between Concepts for Human Behavior Modeling: An Application to Sincerity and Deception Prediction Interspeech 2017 Transfer Learning in Multi-Armed Bandits: A Causal Approach IJCAI 2017 Transferring End-to-End Visuomotor Control from Simulation to Real World for a Multi-Stage Task CoRL 2017 Transferring Semantic Roles Using Translation and Syntactic Information IJCNLP 2017 Translating Phrases in Neural Machine Translation EMNLP 2017 Two-Stage Synthesis Networks for Transfer Learning in Machine Comprehension EMNLP 2017 Unsupervised Pretraining for Sequence to Sequence Learning EMNLP 2017