Meta-Learning

M-NAS: Meta Neural Architecture Search AAAI 2020 On Negative Interference in Multilingual Models: Findings and A Meta-Learning Treatment EMNLP 2020 Real-Time Object Tracking via Meta-Learning: Efficient Model Adaptation and One-Shot Channel Pruning AAAI 2020 Rethinking Class-Balanced Methods for Long-Tailed Visual Recognition From a Domain Adaptation Perspective CVPR 2020 ROAM: Recurrently Optimizing Tracking Model CVPR 2020 Scene-Adaptive Video Frame Interpolation via Meta-Learning CVPR 2020 Self-Supervised Deep Visual Odometry With Online Adaptation CVPR 2020 SGAP-Net: Semantic-Guided Attentive Prototypes Network for Few-Shot Human-Object Interaction Recognition AAAI 2020 Actively Seeking and Learning From Live Data CVPR 2019 Adaptive Cross-Modal Few-shot Learning NeurIPS 2019 Adaptive Gradient-Based Meta-Learning Methods NeurIPS 2019 AutoLoss: Learning Discrete Schedule for Alternate Optimization ICLR 2019 Compositional generalization through meta sequence-to-sequence learning NeurIPS 2019 Confidence Scoring Using Whitebox Meta-models with Linear Classifier Probes AISTATS 2019 Domain Adaptive Dialog Generation via Meta Learning ACL 2019 Fast and Flexible Multi-Task Classification using Conditional Neural Adaptive Processes NeurIPS 2019 Few-Shot Representation Learning for Out-Of-Vocabulary Words ACL 2019 Generalizable Person Re-Identification by Domain-Invariant Mapping Network CVPR 2019 Image Deformation Meta-Networks for One-Shot Learning CVPR 2019 Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks EMNLP 2019 Learning How to Active Learn by Dreaming ACL 2019 Learning to Optimize in Swarms NeurIPS 2019 Metalearned Neural Memory NeurIPS 2019 Meta-Learning Convolutional Neural Architectures for Multi-Target Concrete Defect Classification With the COncrete DEfect BRidge IMage Dataset CVPR 2019 Meta Learning for Image Captioning AAAI 2019