Meta-Learning

Unraveling Model-Agnostic Meta-Learning via The Adaptation Learning Rate ICLR 2022 Adapting Language Models for Zero-shot Learning by Meta-tuning on Dataset and Prompt Collections EMNLP 2021 AdvantageNAS: Efficient Neural Architecture Search with Credit Assignment AAAI 2021 Adversarial Meta Sampling for Multilingual Low-Resource Speech Recognition AAAI 2021 Bias-tolerant Fair Classification ACML 2021 Distilling Meta Knowledge on Heterogeneous Graph for Illicit Drug Trafficker Detection on Social Media NeurIPS 2021 DynaVSR: Dynamic Adaptive Blind Video Super-Resolution WACV 2021 Evolution Strategies for Approximate Solution of Bayesian Games AAAI 2021 Evolving Reinforcement Learning Algorithms ICLR 2021 Faster Meta Update Strategy for Noise-Robust Deep Learning CVPR 2021 Few-Shot Named Entity Recognition: An Empirical Baseline Study EMNLP 2021 Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation AAAI 2021 Joint Noise-Tolerant Learning and Meta Camera Shift Adaptation for Unsupervised Person Re-Identification CVPR 2021 Learned Initializations for Optimizing Coordinate-Based Neural Representations CVPR 2021 Learning from My Friends: Few-Shot Personalized Conversation Systems via Social Networks AAAI 2021 Learning Normal Dynamics in Videos With Meta Prototype Network CVPR 2021 Learning Task-Distribution Reward Shaping with Meta-Learning AAAI 2021 Learning to Attack Real-World Models for Person Re-identification via Virtual-Guided Meta-Learning AAAI 2021 Learning To Filter: Siamese Relation Network for Robust Tracking CVPR 2021 Learning to Reweight Imaginary Transitions for Model-Based Reinforcement Learning AAAI 2021 Memory Efficient Meta-Learning with Large Images NeurIPS 2021 Meta Back-Translation ICLR 2021 Meta Batch-Instance Normalization for Generalizable Person Re-Identification CVPR 2021 Meta Distant Transfer Learning for Pre-trained Language Models EMNLP 2021 Meta Learning and Its Applications to Natural Language Processing ACL 2021