| What Matters For Meta-Learning Vision Regression Tasks? | Mar 9, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Rethinking Task Sampling for Few-shot Vision-Language Transfer Learning | Mar 9, 2022 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| Contrastive Conditional Neural Processes | Mar 8, 2022 | Contrastive LearningMeta-Learning | —Unverified | 0 |
| Learning from Few Examples: A Summary of Approaches to Few-Shot Learning | Mar 7, 2022 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| Evaluating State of the Art, Forecasting Ensembles- and Meta-learning Strategies for Model Fusion | Mar 7, 2022 | Ensemble LearningMeta-Learning | —Unverified | 0 |
| Automated Few-Shot Time Series Forecasting based on Bi-level Programming | Mar 7, 2022 | Decision MakingFew-Shot Learning | —Unverified | 0 |
| Language-Agnostic Meta-Learning for Low-Resource Text-to-Speech with Articulatory Features | Mar 7, 2022 | Meta-Learningtext-to-speech | —Unverified | 0 |
| Is Bayesian Model-Agnostic Meta Learning Better than Model-Agnostic Meta Learning, Provably? | Mar 6, 2022 | Meta-Learningmodel | CodeCode Available | 0 |
| Meta Mirror Descent: Optimiser Learning for Fast Convergence | Mar 5, 2022 | Meta-Learning | —Unverified | 0 |
| FS-COCO: Towards Understanding of Freehand Sketches of Common Objects in Context | Mar 4, 2022 | DecoderImage Captioning | CodeCode Available | 1 |
| MetaDT: Meta Decision Tree with Class Hierarchy for Interpretable Few-Shot Learning | Mar 3, 2022 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| Min-Max Bilevel Multi-objective Optimization with Applications in Machine Learning | Mar 3, 2022 | BIG-bench Machine LearningBilevel Optimization | CodeCode Available | 0 |
| Continuous-Time Meta-Learning with Forward Mode Differentiation | Mar 2, 2022 | Few-Shot Image Classificationimage-classification | —Unverified | 0 |
| A Primal-Dual Approach to Bilevel Optimization with Multiple Inner Minima | Mar 1, 2022 | Bilevel OptimizationHyperparameter Optimization | —Unverified | 0 |
| Amortized Proximal Optimization | Feb 28, 2022 | image-classificationImage Classification | —Unverified | 0 |
| Prepare for Trouble and Make it Double. Supervised and Unsupervised Stacking for AnomalyBased Intrusion Detection | Feb 28, 2022 | BenchmarkingIntrusion Detection | —Unverified | 0 |
| Interpretable Concept-based Prototypical Networks for Few-Shot Learning | Feb 27, 2022 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| Towards Scalable and Robust Structured Bandits: A Meta-Learning Framework | Feb 26, 2022 | Meta-LearningThompson Sampling | —Unverified | 0 |
| An Unsupervised Cross-Modal Hashing Method Robust to Noisy Training Image-Text Correspondences in Remote Sensing | Feb 26, 2022 | Image-text RetrievalMeta-Learning | CodeCode Available | 0 |
| MetaVA: Curriculum Meta-learning and Pre-fine-tuning of Deep Neural Networks for Detecting Ventricular Arrhythmias based on ECGs | Feb 25, 2022 | DiversityMeta-Learning | —Unverified | 0 |
| Non-stationary Bandits and Meta-Learning with a Small Set of Optimal Arms | Feb 25, 2022 | Meta-Learning | CodeCode Available | 0 |
| Meta-Learning for Simple Regret Minimization | Feb 25, 2022 | Meta-Learning | CodeCode Available | 0 |
| Towards Better Meta-Initialization with Task Augmentation for Kindergarten-aged Speech Recognition | Feb 24, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Finite-Sum Coupled Compositional Stochastic Optimization: Theory and Applications | Feb 24, 2022 | Meta-LearningStochastic Optimization | —Unverified | 0 |
| Towards Tailored Models on Private AIoT Devices: Federated Direct Neural Architecture Search | Feb 23, 2022 | Federated LearningMeta-Learning | —Unverified | 0 |
