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Meta-Learning

218 directly classified papers

Papers per year

Papers

DynaVSR: Dynamic Adaptive Blind Video Super-Resolution WACV 2021
Meta-Reinforcement Learning by Tracking Task Non-stationarity IJCAI 2021
Predicting Traffic Congestion Evolution: A Deep Meta Learning Approach IJCAI 2021
MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition CVPR 2021
Learned Initializations for Optimizing Coordinate-Based Neural Representations CVPR 2021
Learning to Attack Real-World Models for Person Re-identification via Virtual-Guided Meta-Learning AAAI 2021
Transfer Graph Neural Networks for Pandemic Forecasting AAAI 2021
Evolution Strategies for Approximate Solution of Bayesian Games AAAI 2021
Towards Effective Context for Meta-Reinforcement Learning: an Approach based on Contrastive Learning AAAI 2021
Learning to Reweight Imaginary Transitions for Model-Based Reinforcement Learning AAAI 2021
Task Aligned Generative Meta-learning for Zero-shot Learning AAAI 2021
Meta-Learning Framework with Applications to Zero-Shot Time-Series Forecasting AAAI 2021
AdvantageNAS: Efficient Neural Architecture Search with Credit Assignment AAAI 2021
Learning Task-Distribution Reward Shaping with Meta-Learning AAAI 2021
Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation AAAI 2021
Learning from My Friends: Few-Shot Personalized Conversation Systems via Social Networks AAAI 2021
Adversarial Meta Sampling for Multilingual Low-Resource Speech Recognition AAAI 2021
PROTAUGMENT: Unsupervised diverse short-texts paraphrasing for intent detection meta-learning ACL 2021
Meta Learning and Its Applications to Natural Language Processing ACL 2021
Learning Normal Dynamics in Videos With Meta Prototype Network CVPR 2021
Learning To Filter: Siamese Relation Network for Robust Tracking CVPR 2021
Faster Meta Update Strategy for Noise-Robust Deep Learning CVPR 2021
StyleMeUp: Towards Style-Agnostic Sketch-Based Image Retrieval CVPR 2021
Joint Noise-Tolerant Learning and Meta Camera Shift Adaptation for Unsupervised Person Re-Identification CVPR 2021
Test-Time Fast Adaptation for Dynamic Scene Deblurring via Meta-Auxiliary Learning CVPR 2021