| Meta-ticket: Finding optimal subnetworks for few-shot learning within randomly initialized neural networks | May 31, 2022 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| HyperMAML: Few-Shot Adaptation of Deep Models with Hypernetworks | May 31, 2022 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Online Meta-Learning in Adversarial Multi-Armed Bandits | May 31, 2022 | Meta-LearningMulti-Armed Bandits | —Unverified | 0 |
| Automatic Short Math Answer Grading via In-context Meta-learning | May 30, 2022 | automatic short answer gradingIn-Context Learning | CodeCode Available | 0 |
| MetaSSD: Meta-Learned Self-Supervised Detection | May 30, 2022 | Meta-LearningSelf-Supervised Learning | CodeCode Available | 1 |
| Meta Representation Learning with Contextual Linear Bandits | May 30, 2022 | Meta-LearningRepresentation Learning | —Unverified | 0 |
| GraMeR: Graph Meta Reinforcement Learning for Multi-Objective Influence Maximization | May 30, 2022 | Computational EfficiencyMarketing | —Unverified | 0 |
| Comparison of meta-learners for estimating multi-valued treatment heterogeneous effects | May 29, 2022 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 0 |
| Deep Learning with Label Noise: A Hierarchical Approach | May 28, 2022 | Deep LearningMeta-Learning | —Unverified | 0 |
| Meta-Learning Adversarial Bandits | May 27, 2022 | Meta-LearningMulti-Armed Bandits | —Unverified | 0 |
| Spatio-Temporal Graph Few-Shot Learning with Cross-City Knowledge Transfer | May 27, 2022 | Few-Shot LearningGraph Learning | CodeCode Available | 1 |
| Towards Learning Universal Hyperparameter Optimizers with Transformers | May 26, 2022 | Hyperparameter OptimizationMeta-Learning | CodeCode Available | 2 |
| DevFormer: A Symmetric Transformer for Context-Aware Device Placement | May 26, 2022 | Combinatorial OptimizationMeta-Learning | CodeCode Available | 2 |
| Learning a Better Initialization for Soft Prompts via Meta-Learning | May 25, 2022 | Meta-Learning | —Unverified | 0 |
| Know Where You're Going: Meta-Learning for Parameter-Efficient Fine-Tuning | May 25, 2022 | Cross-Lingual NERLanguage Modeling | —Unverified | 0 |
| Low Resource Style Transfer via Domain Adaptive Meta Learning | May 25, 2022 | General KnowledgeLanguage Modeling | —Unverified | 0 |
| Convolutional Neural Processes for Inpainting Satellite Images | May 24, 2022 | Image InpaintingImputation | —Unverified | 0 |
| Semi-Parametric Inducing Point Networks and Neural Processes | May 24, 2022 | ImputationMeta-Learning | CodeCode Available | 0 |
| Formulating Few-shot Fine-tuning Towards Language Model Pre-training: A Pilot Study on Named Entity Recognition | May 24, 2022 | Few-shot NERLanguage Modeling | CodeCode Available | 0 |
| Using Natural Language and Program Abstractions to Instill Human Inductive Biases in Machines | May 23, 2022 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 0 |
| Meta-Learning Regrasping Strategies for Physical-Agnostic Objects | May 23, 2022 | FrictionMeta-Learning | —Unverified | 0 |
| Should Models Be Accurate? | May 22, 2022 | Meta-LearningModel-based Reinforcement Learning | —Unverified | 0 |
| Adaptive Fairness-Aware Online Meta-Learning for Changing Environments | May 20, 2022 | FairnessLifelong learning | —Unverified | 0 |
| FIND:Explainable Framework for Meta-learning | May 20, 2022 | FairnessMeta-Learning | —Unverified | 0 |
| Set-based Meta-Interpolation for Few-Task Meta-Learning | May 20, 2022 | Bilevel Optimizationimage-classification | —Unverified | 0 |
