Meta-Learning

Optimizing Reusable Knowledge for Continual Learning via Metalearning NeurIPS 2021 Partial Is Better Than All: Revisiting Fine-tuning Strategy for Few-shot Learning AAAI 2021 Penalty Method for Inversion-Free Deep Bilevel Optimization ACML 2021 Person30K: A Dual-Meta Generalization Network for Person Re-Identification CVPR 2021 Personalized Adaptive Meta Learning for Cold-start User Preference Prediction AAAI 2021 Physarum Powered Differentiable Linear Programming Layers and Applications AAAI 2021 Physics-aware Spatiotemporal Modules with Auxiliary Tasks for Meta-Learning IJCAI 2021 Pi-NAS: Improving Neural Architecture Search by Reducing Supernet Training Consistency Shift ICCV 2021 Posterior Meta-Replay for Continual Learning NeurIPS 2021 Predicting Traffic Congestion Evolution: A Deep Meta Learning Approach IJCAI 2021 PREMERE: Meta-Reweighting via Self-Ensembling for Point-of-Interest Recommendation AAAI 2021 Prioritized Architecture Sampling With Monto-Carlo Tree Search CVPR 2021 Property-Aware Relation Networks for Few-Shot Molecular Property Prediction NeurIPS 2021 Prototype Completion With Primitive Knowledge for Few-Shot Learning CVPR 2021 Provably Faster Algorithms for Bilevel Optimization NeurIPS 2021 Query Adaptive Few-Shot Object Detection With Heterogeneous Graph Convolutional Networks ICCV 2021 Recomposing the Reinforcement Learning Building Blocks with Hypernetworks ICML 2021 Regularising Knowledge Transfer by Meta Functional Learning IJCAI 2021 Relative and Absolute Location Embedding for Few-Shot Node Classification on Graph AAAI 2021 Revisit Multimodal Meta-Learning through the Lens of Multi-Task Learning NeurIPS 2021 RW-KD: Sample-wise Loss Terms Re-Weighting for Knowledge Distillation EMNLP 2021 Self-Domain Adaptation for Face Anti-Spoofing AAAI 2021 Self-Paced Context Evaluation for Contextual Reinforcement Learning ICML 2021 Self-Supervised Representation Learning on Neural Network Weights for Model Characteristic Prediction NeurIPS 2021 Semi-supervised Relation Extraction via Incremental Meta Self-Training EMNLP 2021