Learning Paradigms

Dynamic Curriculum Learning for Low-Resource Neural Machine Translation COLING 2020 Dynamic Data Selection for Curriculum Learning via Ability Estimation EMNLP 2020 Dynamic Memory Induction Networks for Few-Shot Text Classification ACL 2020 EcoNAS: Finding Proxies for Economical Neural Architecture Search CVPR 2020 End-to-End Offline Speech Translation System for IWSLT 2020 using Modality Agnostic Meta-Learning ACL 2020 Enhanced Meta-Learning for Cross-Lingual Named Entity Recognition with Minimal Resources AAAI 2020 Enhanced POET: Open-ended Reinforcement Learning through Unbounded Invention of Learning Challenges and their Solutions ICML 2020 Ensemble Distillation for Robust Model Fusion in Federated Learning NeurIPS 2020 Evolutionary Algorithm Enhanced Neural Architecture Search for Text-Independent Speaker Verification Interspeech 2020 Exploring Parameter Space with Structured Noise for Meta-Reinforcement Learning IJCAI 2020 FedED: Federated Learning via Ensemble Distillation for Medical Relation Extraction EMNLP 2020 Federated Accelerated Stochastic Gradient Descent NeurIPS 2020 Federated Bayesian Optimization via Thompson Sampling NeurIPS 2020 Federated Latent Dirichlet Allocation: A Local Differential Privacy Based Framework AAAI 2020 Federated Learning with Only Positive Labels ICML 2020 Federated Meta-Learning for Fraudulent Credit Card Detection IJCAI 2020 Federated Principal Component Analysis NeurIPS 2020 FedSplit: an algorithmic framework for fast federated optimization NeurIPS 2020 FedVision: An Online Visual Object Detection Platform Powered by Federated Learning AAAI 2020 FetchSGD: Communication-Efficient Federated Learning with Sketching ICML 2020 Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement Learning EMNLP 2020 Few-Shot Learning of Video Action Recognition Only Based on Video Contents WACV 2020 Few-Shot Open-Set Recognition Using Meta-Learning CVPR 2020 Few-shot Visual Reasoning with Meta-Analogical Contrastive Learning NeurIPS 2020 Fine-Tuning by Curriculum Learning for Non-Autoregressive Neural Machine Translation AAAI 2020