| Federated Meta-Learning for Few-Shot Fault Diagnosis with Representation Encoding | Oct 13, 2023 | DiagnosticFault Diagnosis | —Unverified | 0 |
| Subspace Adaptation Prior for Few-Shot Learning | Oct 13, 2023 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 0 |
| In-Context Learning for Few-Shot Molecular Property Prediction | Oct 13, 2023 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| Learn From Model Beyond Fine-Tuning: A Survey | Oct 12, 2023 | Meta-Learningmodel | CodeCode Available | 1 |
| Reset It and Forget It: Relearning Last-Layer Weights Improves Continual and Transfer Learning | Oct 12, 2023 | Continual LearningMeta-Learning | —Unverified | 0 |
| Domain Generalization Guided by Gradient Signal to Noise Ratio of Parameters | Oct 11, 2023 | Domain GeneralizationFace Anti-Spoofing | —Unverified | 0 |
| Neural Relational Inference with Fast Modular Meta-learning | Oct 10, 2023 | Graph Neural NetworkMeta-Learning | CodeCode Available | 1 |
| Federated Multi-Level Optimization over Decentralized Networks | Oct 10, 2023 | Distributed OptimizationMeta-Learning | —Unverified | 0 |
| Self-Supervised Dataset Distillation for Transfer Learning | Oct 10, 2023 | Bilevel OptimizationDataset Distillation | CodeCode Available | 1 |
| Understanding Transfer Learning and Gradient-Based Meta-Learning Techniques | Oct 9, 2023 | DiversityMeta-Learning | CodeCode Available | 0 |
| Early Warning Prediction with Automatic Labeling in Epilepsy Patients | Oct 9, 2023 | EEGMeta-Learning | —Unverified | 0 |
| A Meta-Learning Perspective on Transformers for Causal Language Modeling | Oct 9, 2023 | Causal Language ModelingLanguage Modeling | —Unverified | 0 |
| Cost-Sensitive Best Subset Selection for Logistic Regression: A Mixed-Integer Conic Optimization Perspective | Oct 9, 2023 | feature selectionMeta-Learning | —Unverified | 0 |
| Task Aware Modulation using Representation Learning: An Approach for Few Shot Learning in Environmental Systems | Oct 7, 2023 | Computational EfficiencyFew-Shot Learning | —Unverified | 0 |
| RTDK-BO: High Dimensional Bayesian Optimization with Reinforced Transformer Deep kernels | Oct 5, 2023 | Bayesian OptimizationMeta-Learning | —Unverified | 0 |
| Federated Conditional Stochastic Optimization | Oct 4, 2023 | Distributed OptimizationFederated Learning | —Unverified | 0 |
| SHOT: Suppressing the Hessian along the Optimization Trajectory for Gradient-Based Meta-Learning | Oct 4, 2023 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| PACIA: Parameter-Efficient Adapter for Few-Shot Molecular Property Prediction | Oct 1, 2023 | Few-Shot LearningGraph Neural Network | CodeCode Available | 0 |
| A Simple Yet Effective Strategy to Robustify the Meta Learning Paradigm | Oct 1, 2023 | Meta-Learning | —Unverified | 0 |
| On the Role of Neural Collapse in Meta Learning Models for Few-shot Learning | Sep 30, 2023 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| It HAS to be Subjective: Human Annotator Simulation via Zero-shot Density Estimation | Sep 30, 2023 | Density EstimationMeta-Learning | CodeCode Available | 0 |
| Generative Semi-supervised Learning with Meta-Optimized Synthetic Samples | Sep 28, 2023 | Meta-Learning | —Unverified | 0 |
| Cold & Warm Net: Addressing Cold-Start Users in Recommender Systems | Sep 27, 2023 | Knowledge DistillationMeta-Learning | —Unverified | 0 |
| Domain Adaptive Few-Shot Open-Set Learning | Sep 22, 2023 | cross-domain few-shot learningFew-Shot Learning | CodeCode Available | 1 |
| SAVME: Efficient Safety Validation for Autonomous Systems Using Meta-Learning | Sep 21, 2023 | Meta-Learning | —Unverified | 0 |
