Meta-Learning

Continual Adaptation of Visual Representations via Domain Randomization and Meta-Learning CVPR 2021 Continual Quality Estimation with Online Bayesian Meta-Learning ACL 2021 Contrastive Neural Architecture Search With Neural Architecture Comparators CVPR 2021 Convergence Properties of Stochastic Hypergradients AISTATS 2021 CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP EMNLP 2021 Curriculum-Meta Learning for Order-Robust Continual Relation Extraction AAAI 2021 Data Augmentation for Meta-Learning ICML 2021 Decoupling Exploration and Exploitation for Meta-Reinforcement Learning without Sacrifices ICML 2021 Delving Deep Into Many-to-Many Attention for Few-Shot Video Object Segmentation CVPR 2021 Dense Relation Distillation With Context-Aware Aggregation for Few-Shot Object Detection CVPR 2021 Diverse Distributions of Self-Supervised Tasks for Meta-Learning in NLP EMNLP 2021 Domain General Face Forgery Detection by Learning to Weight AAAI 2021 Dual Adaptivity: A Universal Algorithm for Minimizing the Adaptive Regret of Convex Functions NeurIPS 2021 DynaVSR: Dynamic Adaptive Blind Video Super-Resolution WACV 2021 Effective Meta-Regularization by Kernelized Proximal Regularization NeurIPS 2021 Estimating Disentangled Belief about Hidden State and Hidden Task for Meta-Reinforcement Learning L4DC 2021 Evaluating Meta-Reinforcement Learning through a HVAC Control Benchmark (Student Abstract) AAAI 2021 Evolving Search Space for Neural Architecture Search ICCV 2021 Evolving Spiking Circuit Motifs Using Weight Agnostic Neural Networks AAAI 2021 Exploiting a Zoo of Checkpoints for Unseen Tasks NeurIPS 2021 Exploiting Domain-Specific Features to Enhance Domain Generalization NeurIPS 2021 Exploring Auxiliary Reasoning Tasks for Task-oriented Dialog Systems with Meta Cooperative Learning AAAI 2021 Faster Meta Update Strategy for Noise-Robust Deep Learning CVPR 2021 Few-Shot One-Class Classification via Meta-Learning AAAI 2021 Few-Shot Visual Relationship Co-Localization ICCV 2021