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Meta-Learning

973 papers

Papers per year

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Papers

Stochastic Loss Function AAAI 2020
Learning from the Past: Continual Meta-Learning with Bayesian Graph Neural Networks AAAI 2020
How Should an Agent Practice? AAAI 2020
On the Role of Weight Sharing During Deep Option Learning AAAI 2020
Meta-Learning for Generalized Zero-Shot Learning AAAI 2020
M-NAS: Meta Neural Architecture Search AAAI 2020
Meta-Amortized Variational Inference and Learning AAAI 2020
Learning to Learn Morphological Inflection for Resource-Poor Languages AAAI 2020
Neural Semantic Parsing in Low-Resource Settings with Back-Translation and Meta-Learning AAAI 2020
Enhanced Meta-Learning for Cross-Lingual Named Entity Recognition with Minimal Resources AAAI 2020
Meta-CoTGAN: A Meta Cooperative Training Paradigm for Improving Adversarial Text Generation AAAI 2020
Diversity Transfer Network for Few-Shot Learning AAAI 2020
Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification with K-Means Features AAAI 2020
Learning Meta Model for Zero- and Few-Shot Face Anti-Spoofing AAAI 2020
Regularized Fine-Grained Meta Face Anti-Spoofing AAAI 2020
Differentiable Meta-Learning Model for Few-Shot Semantic Segmentation AAAI 2020
When Low Resource NLP Meets Unsupervised Language Model: Meta-Pretraining then Meta-Learning for Few-Shot Text Classification (Student Abstract) AAAI 2020
Meta-Learning on Graph with Curvature-Based Analysis (Student Abstract) AAAI 2020
Learning Low-Resource End-To-End Goal-Oriented Dialog for Fast and Reliable System Deployment ACL 2020
Dynamic Memory Induction Networks for Few-Shot Text Classification ACL 2020
Meta-Transfer Learning for Code-Switched Speech Recognition ACL 2020
Intermediate-Task Transfer Learning with Pretrained Language Models: When and Why Does It Work? ACL 2020
Multi-source Meta Transfer for Low Resource Multiple-Choice Question Answering ACL 2020
Predicting Performance for Natural Language Processing Tasks ACL 2020
End-to-End Offline Speech Translation System for IWSLT 2020 using Modality Agnostic Meta-Learning ACL 2020