| Learning to Learn with Conditional Class Dependencies | May 1, 2019 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| Learning Meta Model for Zero- and Few-shot Face Anti-spoofing | Apr 29, 2019 | Face Anti-SpoofingFace Recognition | —Unverified | 0 |
| META-Learning State-based Eligibility Traces for More Sample-Efficient Policy Evaluation | Apr 25, 2019 | Meta-LearningReinforcement Learning | CodeCode Available | 0 |
| Hierarchical Meta Learning | Apr 19, 2019 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| Meta-Weighted Gaussian Process Experts for Personalized Forecasting of AD Cognitive Changes | Apr 19, 2019 | Meta-Learningregression | —Unverified | 0 |
| Online Adaptation through Meta-Learning for Stereo Depth Estimation | Apr 17, 2019 | Depth EstimationMeta-Learning | —Unverified | 0 |
| An Ensemble of Epoch-wise Empirical Bayes for Few-shot Learning | Apr 17, 2019 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| ACE: Adapting to Changing Environments for Semantic Segmentation | Apr 12, 2019 | Meta-LearningSemantic Segmentation | —Unverified | 0 |
| TAFE-Net: Task-Aware Feature Embeddings for Low Shot Learning | Apr 11, 2019 | AttributeFew-Shot Learning | CodeCode Available | 0 |
| MxML: Mixture of Meta-Learners for Few-Shot Classification | Apr 11, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Few-Shot Learning with Localization in Realistic Settings | Apr 9, 2019 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| L2AE-D: Learning to Aggregate Embeddings for Few-shot Learning with Meta-level Dropout | Apr 8, 2019 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| Compare More Nuanced:Pairwise Alignment Bilinear Network For Few-shot Fine-grained Learning | Apr 7, 2019 | General ClassificationMeta-Learning | CodeCode Available | 0 |
| Actively Seeking and Learning from Live Data | Apr 5, 2019 | Domain AdaptationMeta-Learning | —Unverified | 0 |
| Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization | Apr 4, 2019 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| A Hybrid Approach with Optimization and Metric-based Meta-Learner for Few-Shot Learning | Apr 4, 2019 | Few-Shot LearningGeneral Classification | —Unverified | 0 |
| Meta-learning Convolutional Neural Architectures for Multi-target Concrete Defect Classification with the COncrete DEfect BRidge IMage Dataset | Apr 2, 2019 | General ClassificationMeta-Learning | CodeCode Available | 0 |
| Guided Meta-Policy Search | Apr 1, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Adaptive Bayesian Linear Regression for Automated Machine Learning | Apr 1, 2019 | AutoMLBayesian Optimization | —Unverified | 0 |
| Meta-Learning surrogate models for sequential decision making | Mar 28, 2019 | Bayesian OptimisationDecision Making | —Unverified | 0 |
| Diversity with Cooperation: Ensemble Methods for Few-Shot Classification | Mar 27, 2019 | ClassificationDiversity | CodeCode Available | 0 |
| A Pseudo-Label Method for Coarse-to-Fine Multi-Label Learning with Limited Supervision | Mar 25, 2019 | Meta-LearningMulti-Label Learning | —Unverified | 0 |
| Few-Shot Regression via Learned Basis Functions | Mar 25, 2019 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| Enhancing Generalization of First-Order Meta-Learning | Mar 22, 2019 | Few-Shot Image Classificationimage-classification | —Unverified | 0 |
| Learning Feature Relevance Through Step Size Adaptation in Temporal-Difference Learning | Mar 8, 2019 | Meta-LearningRepresentation Learning | —Unverified | 0 |
