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Meta-Learning

1,529 papers

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Papers

Meta Fine-Tuning Neural Language Models for Multi-Domain Text Mining EMNLP 2020
On Negative Interference in Multilingual Models: Findings and A Meta-Learning Treatment EMNLP 2020
Zero-Shot Cross-Lingual Transfer with Meta Learning EMNLP 2020
Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing EMNLP 2020
Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement Learning EMNLP 2020
Dialogue Generation on Infrequent Sentence Functions via Structured Meta-Learning EMNLP 2020
Towards Low-Resource Semi-Supervised Dialogue Generation with Meta-Learning EMNLP 2020
Learning to Learn to Disambiguate: Meta-Learning for Few-Shot Word Sense Disambiguation EMNLP 2020
Meta-learning with Stochastic Linear Bandits ICML 2020
On the Iteration Complexity of Hypergradient Computation ICML 2020
Meta-Learning with Shared Amortized Variational Inference ICML 2020
Meta-learning for Mixed Linear Regression ICML 2020
A Generic First-Order Algorithmic Framework for Bi-Level Programming Beyond Lower-Level Singleton ICML 2020
Few-shot Relation Extraction via Bayesian Meta-learning on Relation Graphs ICML 2020
Hypernetwork approach to generating point clouds ICML 2020
Generative Teaching Networks: Accelerating Neural Architecture Search by Learning to Generate Synthetic Training Data ICML 2020
Sequential Transfer in Reinforcement Learning with a Generative Model ICML 2020
On the Global Optimality of Model-Agnostic Meta-Learning ICML 2020
Deep Streaming Label Learning ICML 2020
Loss Function Search for Face Recognition ICML 2020
Robustifying Sequential Neural Processes ICML 2020
Learning to Learn Kernels with Variational Random Features ICML 2020
What Can Learned Intrinsic Rewards Capture? ICML 2020
Meta Segmentation Network for Ultra-Resolution Medical Images IJCAI 2020
Lifelong Zero-Shot Learning IJCAI 2020