Meta-Learning

Empirical Bayes Transductive Meta-Learning with Synthetic Gradients ICLR 2020 End-to-End Simultaneous Translation System for IWSLT2020 Using Modality Agnostic Meta-Learning ACL 2020 Enhanced Meta-Learning for Cross-Lingual Named Entity Recognition with Minimal Resources AAAI 2020 ES-MAML: Simple Hessian-Free Meta Learning ICLR 2020 Exploring Parameter Space with Structured Noise for Meta-Reinforcement Learning IJCAI 2020 Fast Task Inference with Variational Intrinsic Successor Features ICLR 2020 Federated Meta-Learning for Fraudulent Credit Card Detection IJCAI 2020 Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement Learning EMNLP 2020 Few-Shot Open-Set Recognition Using Meta-Learning CVPR 2020 Few-shot Relation Extraction via Bayesian Meta-learning on Relation Graphs ICML 2020 Few-Shot Scene Adaptive Crowd Counting Using Meta-Learning WACV 2020 Few-shot Text Classification with Distributional Signatures ICLR 2020 From WiscKey to Bourbon: A Learned Index for Log-Structured Merge Trees OSDI 2020 Gaussian Gated Linear Networks NeurIPS 2020 Generalized Hidden Parameter MDPs:Transferable Model-Based RL in a Handful of Trials AAAI 2020 Generative Teaching Networks: Accelerating Neural Architecture Search by Learning to Generate Synthetic Training Data ICML 2020 Geometric Dataset Distances via Optimal Transport NeurIPS 2020 Gradient-EM Bayesian Meta-Learning NeurIPS 2020 GradMix: Multi-source Transfer across Domains and Tasks WACV 2020 Graph-Guided Architecture Search for Real-Time Semantic Segmentation CVPR 2020 Graph Meta Learning via Local Subgraphs NeurIPS 2020 How Should an Agent Practice? AAAI 2020 Hypernetwork approach to generating point clouds ICML 2020 HyperNews: Simultaneous News Recommendation and Active-Time Prediction via a Double-Task Deep Neural Network IJCAI 2020 Improving Generalization in Meta Reinforcement Learning using Learned Objectives ICLR 2020