| Reconstruction guided Meta-learning for Few Shot Open Set Recognition | Jul 31, 2021 | ClassificationMeta-Learning | —Unverified | 0 |
| Bilevel Optimization for Machine Learning: Algorithm Design and Convergence Analysis | Jul 31, 2021 | BIG-bench Machine LearningBilevel Optimization | —Unverified | 0 |
| Adaptive Approach Phase Guidance for a Hypersonic Glider via Reinforcement Meta Learning | Jul 30, 2021 | Meta-Learning | —Unverified | 0 |
| A Thorough Review on Recent Deep Learning Methodologies for Image Captioning | Jul 28, 2021 | Caption GenerationDescriptive | —Unverified | 0 |
| Dataset Distillation with Infinitely Wide Convolutional Networks | Jul 27, 2021 | Dataset Distillationimage-classification | CodeCode Available | 0 |
| Subgraph-aware Few-Shot Inductive Link Prediction via Meta-Learning | Jul 26, 2021 | Inductive Link PredictionKnowledge Graphs | —Unverified | 0 |
| Meta-Learning Adversarial Domain Adaptation Network for Few-Shot Text Classification | Jul 26, 2021 | Domain AdaptationFew-Shot Text Classification | CodeCode Available | 1 |
| Enhanced Bilevel Optimization via Bregman Distance | Jul 26, 2021 | Bilevel OptimizationHyperparameter Optimization | —Unverified | 0 |
| Meta-FDMixup: Cross-Domain Few-Shot Learning Guided by Labeled Target Data | Jul 26, 2021 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 1 |
| ProtoTransformer: A Meta-Learning Approach to Providing Student Feedback | Jul 23, 2021 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| A novel meta-learning initialization method for physics-informed neural networks | Jul 23, 2021 | Meta-Learning | —Unverified | 0 |
| Improving the Generalization of Meta-learning on Unseen Domains via Adversarial Shift | Jul 23, 2021 | Cross-Domain Few-ShotDomain Generalization | —Unverified | 0 |
| Soft Layer Selection with Meta-Learning for Zero-Shot Cross-Lingual Transfer | Jul 21, 2021 | Cross-Lingual Natural Language InferenceCross-Lingual Transfer | —Unverified | 0 |
| Neural Fixed-Point Acceleration for Convex Optimization | Jul 21, 2021 | Meta-Learning | CodeCode Available | 1 |
| Learn2Hop: Learned Optimization on Rough Landscapes | Jul 20, 2021 | Efficient ExplorationMeta-Learning | —Unverified | 0 |
| Algorithm Selection on a Meta Level | Jul 20, 2021 | Ensemble LearningMeta-Learning | CodeCode Available | 0 |
| Boosting Few-Shot Classification with View-Learnable Contrastive Learning | Jul 20, 2021 | ClassificationContrastive Learning | CodeCode Available | 1 |
| Adaptive Transfer Learning on Graph Neural Networks | Jul 19, 2021 | Meta-LearningMulti-Task Learning | CodeCode Available | 1 |
| PICASO: Permutation-Invariant Cascaded Attentional Set Operator | Jul 17, 2021 | Anomaly DetectionClustering | CodeCode Available | 0 |
| Property-Aware Relation Networks for Few-Shot Molecular Property Prediction | Jul 16, 2021 | Drug DiscoveryGraph Learning | —Unverified | 0 |
| Stacking hybrid GARCH models for forecasting Bitcoin volatility | Jul 15, 2021 | feature selectionMeta-Learning | —Unverified | 0 |
| Next-item Recommendations in Short Sessions | Jul 15, 2021 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| A Channel Coding Benchmark for Meta-Learning | Jul 15, 2021 | Meta-Learning | CodeCode Available | 1 |
| Principal component analysis for Gaussian process posteriors | Jul 15, 2021 | Meta-LearningVariational Inference | —Unverified | 0 |
| FLEX: Unifying Evaluation for Few-Shot NLP | Jul 15, 2021 | Few-Shot LearningLanguage Modeling | CodeCode Available | 1 |
