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Transfer Learning

8078 directly classified papers

Papers per year

Papers

Learning Neural Representations of Human Cognition across Many fMRI Studies NIPS 2017
Subset Selection and Summarization in Sequential Data NIPS 2017
Federated Multi-Task Learning NIPS 2017
Asynchronous Parallel Coordinate Minimization for MAP Inference NIPS 2017
Regret Analysis for Continuous Dueling Bandit NIPS 2017
Hypothesis Transfer Learning via Transformation Functions NIPS 2017
Borrowing Treasures From the Wealthy: Deep Transfer Learning Through Selective Joint Fine-Tuning CVPR 2017
Fine-Tuning Convolutional Neural Networks for Biomedical Image Analysis: Actively and Incrementally CVPR 2017
Cross-Lingual Transfer Learning for POS Tagging without Cross-Lingual Resources EMNLP 2017
Risk Bounds for Transferring Representations With and Without Fine-Tuning ICML 2017
Reinforcement Learning with a Corrupted Reward Channel IJCAI 2017
Successor Features for Transfer in Reinforcement Learning NIPS 2017
Adversarial Multi-Criteria Learning for Chinese Word Segmentation ACL 2017
Towards A Relational Approach For Tool Creation By Robots IJCAI 2017
Multi-Task Structured Prediction for Entity Analysis: Search-Based Learning Algorithms ACML 2017
Style Transfer from Non-Parallel Text by Cross-Alignment NIPS 2017
Unsupervised Learning of Disentangled and Interpretable Representations from Sequential Data NIPS 2017
Multimodal Storytelling via Generative Adversarial Imitation Learning IJCAI 2017
Automatic Generation and Classification of Minimal Meaningful Propositions in Educational Systems COLING 2016
Showing versus doing: Teaching by demonstration NIPS 2016
Corpus Fusion for Emotion Classification COLING 2016
Knowledge Matters: Importance of Prior Information for Optimization JMLR 2016
Learning to Select Pre-Trained Deep Representations With Bayesian Evidence Framework CVPR 2016
Generative Adversarial Imitation Learning NIPS 2016
Multi-Cue Zero-Shot Learning With Strong Supervision CVPR 2016