| Virtual Node Tuning for Few-shot Node Classification | Jun 9, 2023 | ClassificationGraph Representation Learning | —Unverified | 0 |
| In-Context Learning through the Bayesian Prism | Jun 8, 2023 | Bayesian InferenceIn-Context Learning | CodeCode Available | 0 |
| EMO: Episodic Memory Optimization for Few-Shot Meta-Learning | Jun 8, 2023 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| Meta-Learning in Spiking Neural Networks with Reward-Modulated STDP | Jun 7, 2023 | HippocampusMeta-Learning | —Unverified | 0 |
| Decentralized Multi-Level Compositional Optimization Algorithms with Level-Independent Convergence Rate | Jun 6, 2023 | Meta-Learning | —Unverified | 0 |
| GSHOT: Few-shot Generative Modeling of Labeled Graphs | Jun 6, 2023 | Drug DiscoveryFew-Shot Learning | CodeCode Available | 0 |
| Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial Optimization | Jun 5, 2023 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| Evolution of Efficient Symbolic Communication Codes | Jun 4, 2023 | Meta-LearningSegmentation | —Unverified | 0 |
| Multi-Predict: Few Shot Predictors For Efficient Neural Architecture Search | Jun 4, 2023 | Hardware Aware Neural Architecture SearchMeta-Learning | —Unverified | 0 |
| A Generalized Alternating Method for Bilevel Learning under the Polyak-Łojasiewicz Condition | Jun 4, 2023 | Bilevel OptimizationHyperparameter Optimization | —Unverified | 0 |
| TART: Improved Few-shot Text Classification Using Task-Adaptive Reference Transformation | Jun 3, 2023 | Few-Shot Text ClassificationMeta-Learning | CodeCode Available | 0 |
| Meta-Learning Framework for End-to-End Imposter Identification in Unseen Speaker Recognition | Jun 1, 2023 | Meta-LearningSpeaker Identification | —Unverified | 0 |
| Effective Structured Prompting by Meta-Learning and Representative Verbalizer | Jun 1, 2023 | Meta-Learning | CodeCode Available | 0 |
| MetaXLR -- Mixed Language Meta Representation Transformation for Low-resource Cross-lingual Learning based on Multi-Armed Bandit | May 31, 2023 | Meta-LearningNER | CodeCode Available | 0 |
| Towards Omni-generalizable Neural Methods for Vehicle Routing Problems | May 31, 2023 | Combinatorial OptimizationMeta-Learning | CodeCode Available | 1 |
| SimFBO: Towards Simple, Flexible and Communication-efficient Federated Bilevel Learning | May 30, 2023 | Bilevel OptimizationEdge-computing | —Unverified | 0 |
| Taylorformer: Probabilistic Modelling for Random Processes including Time Series | May 30, 2023 | Gaussian ProcessesMeta-Learning | CodeCode Available | 0 |
| Adaptive Conditional Quantile Neural Processes | May 30, 2023 | Image InpaintingMeta-Learning | CodeCode Available | 0 |
| Joint Optimization of Class-Specific Training- and Test-Time Data Augmentation in Segmentation | May 30, 2023 | Data AugmentationImage Segmentation | CodeCode Available | 0 |
| AlteredAvatar: Stylizing Dynamic 3D Avatars with Fast Style Adaptation | May 30, 2023 | Meta-Learning | —Unverified | 0 |
| Task-Equivariant Graph Few-shot Learning | May 30, 2023 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| A Meta-learning Framework for Tuning Parameters of Protection Mechanisms in Trustworthy Federated Learning | May 28, 2023 | Federated LearningMeta-Learning | —Unverified | 0 |
| 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 |
| Im-Promptu: In-Context Composition from Image Prompts | May 26, 2023 | Image GenerationMeta-Learning | CodeCode Available | 0 |
