Transfer Learning

Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning CVPR 2018 Learning by Asking Questions CVPR 2018 Learning Complex Dexterous Manipulation with Deep Reinforcement Learning and Demonstrations RSS 2018 Learning From Noisy Singly-labeled Data ICLR 2018 Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning ICLR 2018 Learning Hidden Unit Contribution for Adapting Neural Machine Translation Models NAACL 2018 Learning Independent Causal Mechanisms ICML 2018 Learning Matching Models with Weak Supervision for Response Selection in Retrieval-based Chatbots ACL 2018 Learning Multilingual Topics from Incomparable Corpora COLING 2018 Learning Out-of-Vocabulary Words in Intelligent Personal Agents IJCAI 2018 Learning Parametric Closed-Loop Policies for Markov Potential Games ICLR 2018 Learning Representations for Detecting Abusive Language EMNLP 2018 Learning Target-Specific Representations of Financial News Documents For Cumulative Abnormal Return Prediction COLING 2018 Learning Task Specifications from Demonstrations NeurIPS 2018 Learning the Reward Function for a Misspecified Model ICML 2018 Learning to Actively Learn Neural Machine Translation CoNLL 2018 Learning to Generate Wikipedia Summaries for Underserved Languages from Wikidata NAACL 2018 Learning to Learn Semantic Parsers from Natural Language Supervision EMNLP 2018 Learning to Progressively Recognize New Named Entities with Sequence to Sequence Models COLING 2018 Lessons from Natural Language Inference in the Clinical Domain EMNLP 2018 Leveraging Native Language Information for Improved Accented Speech Recognition Interspeech 2018 Lifelong Inverse Reinforcement Learning NeurIPS 2018 Limitations of Cross-Lingual Learning from Image Search ACL 2018 Local Rademacher Complexity-based Learning Guarantees for Multi-Task Learning JMLR 2018 Logistic Regression: The Importance of Being Improper COLT 2018