Transfer Learning

Joint Learning of Pre-Trained and Random Units for Domain Adaptation in Part-of-Speech Tagging NAACL 2019 Joint Student-Teacher Learning for Audio-Visual Scene-Aware Dialog Interspeech 2019 K for the Price of 1: Parameter-efficient Multi-task and Transfer Learning ICLR 2019 Knowledge Distillation for End-to-End Monaural Multi-Talker ASR System Interspeech 2019 Knowledge Flow: Improve Upon Your Teachers ICLR 2019 Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing AAAI 2019 Knowledge Transfer via Distillation of Activation Boundaries Formed by Hidden Neurons AAAI 2019 Korean Morphological Analysis with Tied Sequence-to-Sequence Multi-Task Model EMNLP 2019 KU_ai at MEDIQA 2019: Domain-specific Pre-training and Transfer Learning for Medical NLI ACL 2019 L2F/INESC-ID at SemEval-2019 Task 2: Unsupervised Lexical Semantic Frame Induction using Contextualized Word Representations SemEval 2019 Landmark Selection for Zero-shot Learning IJCAI 2019 Language-Agnostic Visual-Semantic Embeddings ICCV 2019 Language Discrimination and Transfer Learning for Similar Languages: Experiments with Feature Combinations and Adaptation NAACL 2019 Larger Norm More Transferable: An Adaptive Feature Norm Approach for Unsupervised Domain Adaptation ICCV 2019 Large-Scale Transfer Learning for Natural Language Generation ACL 2019 Learning a Unified Named Entity Tagger from Multiple Partially Annotated Corpora for Efficient Adaptation CoNLL 2019 Learning by Cheating CoRL 2019 Learning Classifiers for Target Domain with Limited or No Labels ICML 2019 Learning Cross-Lingual Sentence Representations via a Multi-task Dual-Encoder Model ACL 2019 Learning deep representations by mutual information estimation and maximization ICLR 2019 Learning Fixed Points in Generative Adversarial Networks: From Image-to-Image Translation to Disease Detection and Localization ICCV 2019 Learning From Synthetic Data for Crowd Counting in the Wild CVPR 2019 Learning Hierarchical Symbolic Representations to Support Interactive Task Learning and Knowledge Transfer IJCAI 2019 Learning Local RGB-to-CAD Correspondences for Object Pose Estimation ICCV 2019 Learning Locomotion Skills for Cassie: Iterative Design and Sim-to-Real CoRL 2019