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Transfer Learning

8078 directly classified papers

Papers per year

Papers

Online Ensemble Multi-kernel Learning Adaptive to Non-stationary and Adversarial Environments AISTATS 2018
Teaching Inverse Reinforcement Learners via Features and Demonstrations NIPS 2018
Hunter NMT System for WMT18 Biomedical Translation Task: Transfer Learning in Neural Machine Translation EMNLP 2018
Deep State Space Models for Time Series Forecasting NIPS 2018
Deep Group-Shuffling Random Walk for Person Re-Identification CVPR 2018
Neural Relation Extraction via Inner-Sentence Noise Reduction and Transfer Learning EMNLP 2018
Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning CVPR 2018
Joint Part-of-Speech and Language ID Tagging for Code-Switched Data ACL 2018
Lessons from Natural Language Inference in the Clinical Domain EMNLP 2018
Learning Out-of-Vocabulary Words in Intelligent Personal Agents IJCAI 2018
CNN Based Query by Example Spoken Term Detection INTERSPEECH 2018
DERE: A Task and Domain-Independent Slot Filling Framework for Declarative Relation Extraction EMNLP 2018
Relational recurrent neural networks NIPS 2018
Adapted Deep Embeddings: A Synthesis of Methods for k-Shot Inductive Transfer Learning NIPS 2018
Trading robust representations for sample complexity through self-supervised visual experience NIPS 2018
Fine-Grained Emotion Detection in Health-Related Online Posts EMNLP 2018
Deep Cocktail Network: Multi-Source Unsupervised Domain Adaptation With Category Shift CVPR 2018
CUNI Basque-to-English Submission in IWSLT18 EMNLP 2018
Improving Simple Models with Confidence Profiles NIPS 2018
GLoMo: Unsupervised Learning of Transferable Relational Graphs NIPS 2018
Multiple Interactions Made Easy (MIME): Large Scale Demonstrations Data for Imitation CORL 2018
Limitations of Cross-Lingual Learning from Image Search ACL 2018
Deep Face Detector Adaptation Without Negative Transfer or Catastrophic Forgetting CVPR 2018
Twitter corpus of Resource-Scarce Languages for Sentiment Analysis and Multilingual Emoji Prediction COLING 2018
Reward learning from human preferences and demonstrations in Atari NIPS 2018