Transfer Learning

Transfer Learning via Minimizing the Performance Gap Between Domains NeurIPS 2019 Transfer-Representation Learning for Detecting Spoofing Attacks with Converted and Synthesized Speech in Automatic Speaker Verification System Interspeech 2019 Transferring Knowledge across Learning Processes ICLR 2019 Transferring Knowledge from Discourse to Arguments: A Case Study with Scientific Abstracts ACL 2019 TuneNet: One-Shot Residual Tuning for System Identification and Sim-to-Real Robot Task Transfer CoRL 2019 UDPipe at SIGMORPHON 2019: Contextualized Embeddings, Regularization with Morphological Categories, Corpora Merging ACL 2019 UER: An Open-Source Toolkit for Pre-training Models EMNLP 2019 Universal Domain Adaptation CVPR 2019 Unsupervised Cross-Lingual Representation Learning ACL 2019 Unsupervised Domain Adaptation Using Feature-Whitening and Consensus Loss CVPR 2019 Unsupervised Pretraining for Neural Machine Translation Using Elastic Weight Consolidation ACL 2019 Updates in Human-AI Teams: Understanding and Addressing the Performance/Compatibility Tradeoff AAAI 2019 Variational Information Distillation for Knowledge Transfer CVPR 2019 Weakly Supervised Attentional Model for Low Resource Ad-hoc Cross-lingual Information Retrieval EMNLP 2019 Weakly-Supervised Concept-based Adversarial Learning for Cross-lingual Word Embeddings EMNLP 2019 Weakly Supervised Open-Set Domain Adaptation by Dual-Domain Collaboration CVPR 2019 What Should I Learn First: Introducing LectureBank for NLP Education and Prerequisite Chain Learning AAAI 2019 Whether to Pretrain DNN or not?: An Empirical Analysis for Voice Conversion Interspeech 2019 Zero-shot Dependency Parsing with Pre-trained Multilingual Sentence Representations EMNLP 2019 Zero-shot Domain Adaptation Based on Attribute Information ACML 2019 Zero-Shot Neural Transfer for Cross-Lingual Entity Linking AAAI 2019 Zero-Shot Semantic Parsing for Instructions ACL 2019 Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations EMNLP 2018 A Deep Framework for Cross-Domain and Cross-System Recommendations IJCAI 2018 Adversarial Transfer Learning for Chinese Named Entity Recognition with Self-Attention Mechanism EMNLP 2018