| Skin Lesion Diagnosis using Ensembles, Unscaled Multi-Crop Evaluation and Loss Weighting | Aug 5, 2018 | Meta-Learning | CodeCode Available | 0 |
| Fine-Grained Visual Categorization using Meta-Learning Optimization with Sample Selection of Auxiliary Data | Jul 28, 2018 | Fine-Grained Visual CategorizationMeta-Learning | CodeCode Available | 0 |
| Meta-learning autoencoders for few-shot prediction | Jul 26, 2018 | Meta-LearningPrediction | CodeCode Available | 0 |
| Meta-Learning Priors for Efficient Online Bayesian Regression | Jul 24, 2018 | Meta-Learningregression | CodeCode Available | 0 |
| RARD II: The 94 Million Related-Article Recommendation Dataset | Jul 18, 2018 | ManagementMeta-Learning | —Unverified | 0 |
| Meta-Learning with Latent Embedding Optimization | Jul 16, 2018 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Deep neural network ensemble by data augmentation and bagging for skin lesion classification | Jul 15, 2018 | Data AugmentationGeneral Classification | —Unverified | 0 |
| Variance Reduction for Reinforcement Learning in Input-Driven Environments | Jul 6, 2018 | Meta-LearningMuJoCo | —Unverified | 0 |
| AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning | Jul 1, 2018 | Bayesian OptimizationDiagnostic | CodeCode Available | 0 |
| DiCE: The Infinitely Differentiable Monte Carlo Estimator | Jul 1, 2018 | Meta-LearningReinforcement Learning | CodeCode Available | 0 |
| Modular meta-learning | Jun 26, 2018 | Meta-Learning | CodeCode Available | 1 |
| Guided evolutionary strategies: Augmenting random search with surrogate gradients | Jun 26, 2018 | Meta-LearningReinforcement Learning | CodeCode Available | 0 |
| Attention-based Few-Shot Person Re-identification Using Meta Learning | Jun 24, 2018 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| Learning to Update for Object Tracking with Recurrent Meta-learner | Jun 19, 2018 | GPUMeta-Learning | —Unverified | 0 |
| Meta-learning: searching in the model space | Jun 16, 2018 | AllMeta-Learning | —Unverified | 0 |
| Bilevel Programming for Hyperparameter Optimization and Meta-Learning | Jun 13, 2018 | Few-Shot LearningHyperparameter Optimization | —Unverified | 0 |
| Far-HO: A Bilevel Programming Package for Hyperparameter Optimization and Meta-Learning | Jun 13, 2018 | Hyperparameter OptimizationMeta-Learning | CodeCode Available | 0 |
| Meta-Learning for Stochastic Gradient MCMC | Jun 12, 2018 | Efficient ExplorationMeta-Learning | CodeCode Available | 0 |
| Meta-Learning Transferable Active Learning Policies by Deep Reinforcement Learning | Jun 12, 2018 | Active LearningDeep Reinforcement Learning | —Unverified | 0 |
| Unsupervised Meta-Learning for Reinforcement Learning | Jun 12, 2018 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| Auto-Meta: Automated Gradient Based Meta Learner Search | Jun 11, 2018 | BIG-bench Machine LearningMeta-Learning | —Unverified | 0 |
| Bayesian Model-Agnostic Meta-Learning | Jun 11, 2018 | Active Learningimage-classification | CodeCode Available | 1 |
| Adversarial Meta-Learning | Jun 8, 2018 | Meta-Learning | —Unverified | 0 |
| Probabilistic Model-Agnostic Meta-Learning | Jun 7, 2018 | Active LearningFew-Shot Image Classification | —Unverified | 0 |
| Meta-Learning by the Baldwin Effect | Jun 6, 2018 | Meta-LearningReinforcement Learning | —Unverified | 0 |
