| Towards Fast Adaptation of Neural Architectures with Meta Learning | May 1, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Meta Dropout: Learning to Perturb Latent Features for Generalization | May 1, 2020 | BIG-bench Machine LearningMeta-Learning | CodeCode Available | 1 |
| Physarum Powered Differentiable Linear Programming Layers and Applications | Apr 30, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Learning to Learn to Disambiguate: Meta-Learning for Few-Shot Word Sense Disambiguation | Apr 29, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Empirical Bayes Transductive Meta-Learning with Synthetic Gradients | Apr 27, 2020 | Few-Shot Image ClassificationMeta-Learning | CodeCode Available | 1 |
| Model-Based Meta-Reinforcement Learning for Flight with Suspended Payloads | Apr 23, 2020 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 1 |
| Learning a Formula of Interpretability to Learn Interpretable Formulas | Apr 23, 2020 | Meta-Learningregression | CodeCode Available | 1 |
| Reinforcement Meta-Learning for Interception of Maneuvering Exoatmospheric Targets with Parasitic Attitude Loop | Apr 18, 2020 | Meta-Learning | CodeCode Available | 1 |
| Regularizing Meta-Learning via Gradient Dropout | Apr 13, 2020 | Domain GeneralizationMeta-Learning | CodeCode Available | 1 |
| Meta-Learning in Neural Networks: A Survey | Apr 11, 2020 | Few-Shot LearningHyperparameter Optimization | CodeCode Available | 1 |
| MetaIQA: Deep Meta-learning for No-Reference Image Quality Assessment | Apr 11, 2020 | Image Quality AssessmentMeta-Learning | CodeCode Available | 1 |
| MetaSleepLearner: A Pilot Study on Fast Adaptation of Bio-signals-Based Sleep Stage Classifier to New Individual Subject Using Meta-Learning | Apr 8, 2020 | Automatic Sleep Stage ClassificationMeta-Learning | CodeCode Available | 1 |
| QuantNet: Transferring Learning Across Systematic Trading Strategies | Apr 7, 2020 | DecoderMeta-Learning | CodeCode Available | 1 |
| There and Back Again: Revisiting Backpropagation Saliency Methods | Apr 6, 2020 | Meta-LearningSensitivity | CodeCode Available | 1 |
| Meta-Learning for Short Utterance Speaker Recognition with Imbalance Length Pairs | Apr 6, 2020 | Meta-LearningSpeaker Identification | CodeCode Available | 1 |
| Scene-Adaptive Video Frame Interpolation via Meta-Learning | Apr 2, 2020 | Meta-LearningTest-time Adaptation | CodeCode Available | 1 |
| MetaPoison: Practical General-purpose Clean-label Data Poisoning | Apr 1, 2020 | AutoMLBilevel Optimization | CodeCode Available | 1 |
| DPGN: Distribution Propagation Graph Network for Few-shot Learning | Mar 31, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Multi-Task Reinforcement Learning with Soft Modularization | Mar 30, 2020 | Meta-LearningMulti-Task Learning | CodeCode Available | 1 |
| Efficient Domain Generalization via Common-Specific Low-Rank Decomposition | Mar 28, 2020 | Data AugmentationDomain Generalization | CodeCode Available | 1 |
| Instance Credibility Inference for Few-Shot Learning | Mar 26, 2020 | Data AugmentationFew-Shot Image Classification | CodeCode Available | 1 |
| iTAML: An Incremental Task-Agnostic Meta-learning Approach | Mar 25, 2020 | Incremental LearningMeta-Learning | CodeCode Available | 1 |
| Rethinking Few-Shot Image Classification: a Good Embedding Is All You Need? | Mar 25, 2020 | AllFew-Shot Image Classification | CodeCode Available | 1 |
| Rethinking Class-Balanced Methods for Long-Tailed Visual Recognition from a Domain Adaptation Perspective | Mar 24, 2020 | Domain AdaptationLong-tail Learning | CodeCode Available | 1 |
| Meta Pseudo Labels | Mar 23, 2020 | Image ClassificationMeta-Learning | CodeCode Available | 1 |
| Incremental Object Detection via Meta-Learning | Mar 17, 2020 | Incremental LearningKnowledge Distillation | CodeCode Available | 1 |
| Learning Meta Face Recognition in Unseen Domains | Mar 17, 2020 | Face RecognitionMeta-Learning | CodeCode Available | 1 |
| DisCor: Corrective Feedback in Reinforcement Learning via Distribution Correction | Mar 16, 2020 | Deep Reinforcement LearningMeta-Learning | CodeCode Available | 1 |
| Ultra Efficient Transfer Learning with Meta Update for Cross Subject EEG Classification | Mar 13, 2020 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| Meta-Learning Initializations for Low-Resource Drug Discovery | Mar 12, 2020 | Drug DiscoveryFew-Shot Learning | CodeCode Available | 1 |
| Online Fast Adaptation and Knowledge Accumulation: a New Approach to Continual Learning | Mar 12, 2020 | Continual LearningMeta-Learning | CodeCode Available | 1 |
| Learning Compositional Rules via Neural Program Synthesis | Mar 12, 2020 | Meta-LearningProgram Synthesis | CodeCode Available | 1 |
| Online Meta-Critic Learning for Off-Policy Actor-Critic Methods | Mar 11, 2020 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Meta-learning curiosity algorithms | Mar 11, 2020 | AcrobotMeta-Learning | CodeCode Available | 1 |
| Fast Online Adaptation in Robotics through Meta-Learning Embeddings of Simulated Priors | Mar 10, 2020 | Meta-LearningModel-based Reinforcement Learning | CodeCode Available | 1 |
| Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning | Mar 9, 2020 | Few-Shot LearningGeneral Classification | CodeCode Available | 1 |
| TaskNorm: Rethinking Batch Normalization for Meta-Learning | Mar 6, 2020 | General Classificationimage-classification | CodeCode Available | 1 |
| Zero-Shot Cross-Lingual Transfer with Meta Learning | Mar 5, 2020 | Cross-Lingual TransferFew-Shot NLI | CodeCode Available | 1 |
| End-to-End Fast Training of Communication Links Without a Channel Model via Online Meta-Learning | Mar 3, 2020 | DecoderMeta-Learning | CodeCode Available | 1 |
| Meta-Learned Confidence for Few-shot Learning | Feb 27, 2020 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 |
| Meta-Transfer Learning for Zero-Shot Super-Resolution | Feb 27, 2020 | Image Super-ResolutionMeta-Learning | CodeCode Available | 1 |
| Learning to Continually Learn | Feb 21, 2020 | Continual LearningLifelong learning | CodeCode Available | 1 |
| Meta-learning Extractors for Music Source Separation | Feb 17, 2020 | Meta-LearningMusic Source Separation | CodeCode Available | 1 |
| Unraveling Meta-Learning: Understanding Feature Representations for Few-Shot Tasks | Feb 17, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| PACOH: Bayes-Optimal Meta-Learning with PAC-Guarantees | Feb 13, 2020 | Gaussian ProcessesGeneralization Bounds | CodeCode Available | 1 |
| Meta-learning framework with applications to zero-shot time-series forecasting | Feb 7, 2020 | Meta-LearningTime Series | CodeCode Available | 1 |
| Geometric Dataset Distances via Optimal Transport | Feb 7, 2020 | Domain AdaptationMeta-Learning | CodeCode Available | 1 |
| Few-Shot Scene Adaptive Crowd Counting Using Meta-Learning | Feb 1, 2020 | Crowd CountingMeta-Learning | CodeCode Available | 1 |
| Fast Adaptation to Super-Resolution Networks via Meta-Learning | Jan 9, 2020 | Meta-LearningSuper-Resolution | CodeCode Available | 1 |
| From Learning to Meta-Learning: Reduced Training Overhead and Complexity for Communication Systems | Jan 5, 2020 | BIG-bench Machine LearningInductive Bias | CodeCode Available | 1 |
