| Learning to Learn from APIs: Black-Box Data-Free Meta-Learning | May 28, 2023 | Few-Shot LearningKnowledge Distillation | CodeCode Available | 1 |
| Zero- and Few-Shot Event Detection via Prompt-Based Meta Learning | May 27, 2023 | Event DetectionMeta-Learning | CodeCode Available | 1 |
| Meta-prediction Model for Distillation-Aware NAS on Unseen Datasets | May 26, 2023 | Meta-LearningNeural Architecture Search | CodeCode Available | 1 |
| Meta-Learning Online Adaptation of Language Models | May 24, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| MIANet: Aggregating Unbiased Instance and General Information for Few-Shot Semantic Segmentation | May 23, 2023 | Few-Shot Semantic SegmentationGeneral Knowledge | CodeCode Available | 1 |
| Improving Convergence and Generalization Using Parameter Symmetries | May 22, 2023 | Meta-Learning | CodeCode Available | 1 |
| MetaAdapt: Domain Adaptive Few-Shot Misinformation Detection via Meta Learning | May 22, 2023 | Meta-LearningMisinformation | CodeCode Available | 1 |
| MetaModulation: Learning Variational Feature Hierarchies for Few-Shot Learning with Fewer Tasks | May 17, 2023 | DiversityFew-Shot Learning | CodeCode Available | 1 |
| ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification | May 16, 2023 | ClassificationContrastive Learning | CodeCode Available | 1 |
| DAC-MR: Data Augmentation Consistency Based Meta-Regularization for Meta-Learning | May 13, 2023 | Data AugmentationMeta-Learning | CodeCode Available | 1 |
| Meta Omnium: A Benchmark for General-Purpose Learning-to-Learn | May 12, 2023 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Sequential Latent Variable Models for Few-Shot High-Dimensional Time-Series Forecasting | May 5, 2023 | Meta-LearningTime Series | CodeCode Available | 1 |
| AwesomeMeta+: A Mixed-Prototyping Meta-Learning System Supporting AI Application Design Anywhere | Apr 24, 2023 | Image ClassificationMeta-Learning | CodeCode Available | 1 |
| Normalizing Flow-based Neural Process for Few-Shot Knowledge Graph Completion | Apr 17, 2023 | Graph Neural NetworkKnowledge Graph Completion | CodeCode Available | 1 |
| Meta-optimized Contrastive Learning for Sequential Recommendation | Apr 16, 2023 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Meta-Learned Models of Cognition | Apr 12, 2023 | Bayesian InferenceMeta-Learning | CodeCode Available | 1 |
| Exploring Effective Factors for Improving Visual In-Context Learning | Apr 10, 2023 | In-Context LearningMeta-Learning | CodeCode Available | 1 |
| VNE: An Effective Method for Improving Deep Representation by Manipulating Eigenvalue Distribution | Apr 4, 2023 | DisentanglementDomain Generalization | CodeCode Available | 1 |
| Meta-Learning with a Geometry-Adaptive Preconditioner | Apr 4, 2023 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 |
| DoE2Vec: Deep-learning Based Features for Exploratory Landscape Analysis | Mar 31, 2023 | Deep LearningFeature Engineering | CodeCode Available | 1 |
| Image Quality-aware Diagnosis via Meta-knowledge Co-embedding | Mar 27, 2023 | DiversityImage Quality Assessment | CodeCode Available | 1 |
| GPT-PINN: Generative Pre-Trained Physics-Informed Neural Networks toward non-intrusive Meta-learning of parametric PDEs | Mar 27, 2023 | Meta-Learning | CodeCode Available | 1 |
| Architecture, Dataset and Model-Scale Agnostic Data-free Meta-Learning | Mar 20, 2023 | Meta-Learning | CodeCode Available | 1 |
| Learning Distortion Invariant Representation for Image Restoration from A Causality Perspective | Mar 13, 2023 | counterfactualImage Restoration | CodeCode Available | 1 |
| Structured State Space Models for In-Context Reinforcement Learning | Mar 7, 2023 | continuous-controlContinuous Control | CodeCode Available | 1 |
