Transfer Learning

ZEST: Zero-shot Learning from Text Descriptions using Textual Similarity and Visual Summarization EMNLP 2020 Accelerating Imitation Learning with Predictive Models AISTATS 2019 A Comparative Study of Distributional and Symbolic Paradigms for Relational Learning IJCAI 2019 A Comparison of Word-based and Context-based Representations for Classification Problems in Health Informatics ACL 2019 Acoustic Scene Classification Using Teacher-Student Learning with Soft-Labels Interspeech 2019 A Cross-Topic Method for Supervised Relevance Classification EMNLP 2019 Action Knowledge Transfer for Action Prediction with Partial Videos AAAI 2019 Active Exploration in Markov Decision Processes AISTATS 2019 Active Learning for New Domains in Natural Language Understanding NAACL 2019 Active Learning for Probabilistic Structured Prediction of Cuts and Matchings ICML 2019 Adaptive Convolution for Multi-Relational Learning NAACL 2019 Addressing word-order Divergence in Multilingual Neural Machine Translation for extremely Low Resource Languages NAACL 2019 A distantly supervised dataset for automated data extraction from diagnostic studies ACL 2019 Adversarial Imitation via Variational Inverse Reinforcement Learning ICLR 2019 Adversarial Multitask Learning for Joint Multi-Feature and Multi-Dialect Morphological Modeling ACL 2019 A Gated Self-attention Memory Network for Answer Selection EMNLP 2019 A Generalized Idiom Usage Recognition Model Based on Semantic Compatibility AAAI 2019 A Hierarchical Multi-Task Approach for Learning Embeddings from Semantic Tasks AAAI 2019 A Hybrid Approach to Acoustic Scene Classification Based on Universal Acoustic Models Interspeech 2019 A Joint Named-Entity Recognizer for Heterogeneous Tag-sets Using a Tag Hierarchy ACL 2019 A Label Informative Wide & Deep Classifier for Patents and Papers EMNLP 2019 All About Structure: Adapting Structural Information Across Domains for Boosting Semantic Segmentation CVPR 2019 A logical-based corpus for cross-lingual evaluation EMNLP 2019 Amalgamating Filtered Knowledge: Learning Task-customized Student from Multi-task Teachers IJCAI 2019 A Meta-Learning Approach for Custom Model Training AAAI 2019