| STUNT: Few-shot Tabular Learning with Self-generated Tasks from Unlabeled Tables | Mar 2, 2023 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Unsupervised Meta-Learning via Few-shot Pseudo-supervised Contrastive Learning | Mar 2, 2023 | Contrastive LearningCross-Domain Few-Shot | CodeCode Available | 1 |
| Meta Learning to Bridge Vision and Language Models for Multimodal Few-Shot Learning | Feb 28, 2023 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Incremental Few-Shot Object Detection via Simple Fine-Tuning Approach | Feb 20, 2023 | Few-Shot Object DetectionMeta-Learning | CodeCode Available | 1 |
| Nystrom Method for Accurate and Scalable Implicit Differentiation | Feb 20, 2023 | Bilevel OptimizationHyperparameter Optimization | CodeCode Available | 1 |
| Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification | Feb 16, 2023 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 |
| Meta-Learning Triplet Network with Adaptive Margins for Few-Shot Named Entity Recognition | Feb 14, 2023 | few-shot-nerFew-shot NER | CodeCode Available | 1 |
| Learning from Noisy Labels with Decoupled Meta Label Purifier | Feb 14, 2023 | Image ClassificationMeta-Learning | CodeCode Available | 1 |
| Procedural generation of meta-reinforcement learning tasks | Feb 11, 2023 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 1 |
| On Penalty-based Bilevel Gradient Descent Method | Feb 10, 2023 | Bilevel OptimizationImage Reconstruction | CodeCode Available | 1 |
| Hypernetworks build Implicit Neural Representations of Sounds | Feb 9, 2023 | Image CompressionImage Super-Resolution | CodeCode Available | 1 |
| Memory-Based Meta-Learning on Non-Stationary Distributions | Feb 6, 2023 | Bayesian InferenceMeta-Learning | CodeCode Available | 1 |
| Meta-Learning Siamese Network for Few-Shot Text Classification | Feb 5, 2023 | ClassificationDescriptive | CodeCode Available | 1 |
| Learning to Optimize for Reinforcement Learning | Feb 3, 2023 | Inductive BiasMeta-Learning | CodeCode Available | 1 |
| Few-Shot Object Detection via Variational Feature Aggregation | Jan 31, 2023 | Few-Shot Object DetectionMeta-Learning | CodeCode Available | 1 |
| Contrastive Meta-Learning for Partially Observable Few-Shot Learning | Jan 30, 2023 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| HyRSM++: Hybrid Relation Guided Temporal Set Matching for Few-shot Action Recognition | Jan 9, 2023 | Action RecognitionFew-Shot action recognition | CodeCode Available | 1 |
| MetaFusion: Infrared and Visible Image Fusion via Meta-Feature Embedding From Object Detection | Jan 1, 2023 | Infrared And Visible Image FusionMeta-Learning | CodeCode Available | 1 |
| Deep Random Projector: Accelerated Deep Image Prior | Jan 1, 2023 | DenoisingImage Denoising | CodeCode Available | 1 |
| Generalizable Black-Box Adversarial Attack with Meta Learning | Jan 1, 2023 | Adversarial AttackMeta-Learning | CodeCode Available | 1 |
| Learning to Detect Noisy Labels Using Model-Based Features | Dec 28, 2022 | Meta-Learningspeech-recognition | CodeCode Available | 1 |
| OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization | Dec 22, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Are Deep Neural Networks SMARTer than Second Graders? | Dec 20, 2022 | Language ModellingMeta-Learning | CodeCode Available | 1 |
| Speeding Up Multi-Objective Hyperparameter Optimization by Task Similarity-Based Meta-Learning for the Tree-Structured Parzen Estimator | Dec 13, 2022 | AutoMLFairness | CodeCode Available | 1 |
| Transductive Linear Probing: A Novel Framework for Few-Shot Node Classification | Dec 11, 2022 | ClassificationContrastive Learning | CodeCode Available | 1 |
