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Transfer Learning

8078 directly classified papers

Papers per year

Papers

Concept Pointer Network for Abstractive Summarization IJCNLP 2019
Pivot-based Transfer Learning for Neural Machine Translation between Non-English Languages IJCNLP 2019
Open Relation Extraction: Relational Knowledge Transfer from Supervised Data to Unsupervised Data IJCNLP 2019
Leveraging Experience in Lazy Search RSS 2019
ChauffeurNet: Learning to Drive by Imitating the Best and Synthesizing the Worst RSS 2019
Robot Adaptation to Unstructured Terrains by Joint Representation and Apprenticeship Learning RSS 2019
Unsupervised Visuomotor Control through Distributional Planning Networks RSS 2019
OIL: Observational Imitation Learning RSS 2019
Multilingual and Multi-Aspect Hate Speech Analysis EMNLP 2019
Improving Fine-grained Entity Typing with Entity Linking EMNLP 2019
CLER: Cross-task Learning with Expert Representation to Generalize Reading and Understanding EMNLP 2019
Cognitive model priors for predicting human decisions ICML 2019
Imitating Latent Policies from Observation ICML 2019
Task-Agnostic Dynamics Priors for Deep Reinforcement Learning ICML 2019
Extrapolating Beyond Suboptimal Demonstrations via Inverse Reinforcement Learning from Observations ICML 2019
HOList: An Environment for Machine Learning of Higher Order Logic Theorem Proving ICML 2019
A Meta-Learning Approach for Custom Model Training AAAI 2019
Overcoming Blind Spots in the Real World: Leveraging Complementary Abilities for Joint Execution AAAI 2019
Task Transfer by Preference-Based Cost Learning AAAI 2019
Bag-of-Words Transfer: Non-Contextual Techniques for Multi-Task Learning EMNLP 2019
Empirical Evaluation of Active Learning Techniques for Neural MT EMNLP 2019
Reverse Transfer Learning: Can Word Embeddings Trained for Different NLP Tasks Improve Neural Language Models? INTERSPEECH 2019
Far-Field End-to-End Text-Dependent Speaker Verification Based on Mixed Training Data with Transfer Learning and Enrollment Data Augmentation INTERSPEECH 2019
Unsupervised Representation Learning with Future Observation Prediction for Speech Emotion Recognition INTERSPEECH 2019
Neural Transfer Learning for Cry-Based Diagnosis of Perinatal Asphyxia INTERSPEECH 2019