| ProtoDiff: Learning to Learn Prototypical Networks by Task-Guided Diffusion | Jun 26, 2023 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Near-Optimal Nonconvex-Strongly-Convex Bilevel Optimization with Fully First-Order Oracles | Jun 26, 2023 | Bilevel OptimizationMeta-Learning | —Unverified | 0 |
| Safe Navigation in Unstructured Environments by Minimizing Uncertainty in Control and Perception | Jun 26, 2023 | Meta-LearningPrediction | —Unverified | 0 |
| Is Pre-training Truly Better Than Meta-Learning? | Jun 24, 2023 | DiversityFew-Shot Learning | —Unverified | 0 |
| A First Order Meta Stackelberg Method for Robust Federated Learning | Jun 23, 2023 | Federated LearningMeta-Learning | —Unverified | 0 |
| Meta-Gating Framework for Fast and Continuous Resource Optimization in Dynamic Wireless Environments | Jun 23, 2023 | image-classificationImage Classification | —Unverified | 0 |
| Comparing the Efficacy of Fine-Tuning and Meta-Learning for Few-Shot Policy Imitation | Jun 23, 2023 | Few-Shot Image ClassificationFew-Shot Imitation Learning | CodeCode Available | 0 |
| Evading Forensic Classifiers with Attribute-Conditioned Adversarial Faces | Jun 22, 2023 | AttributeMeta-Learning | CodeCode Available | 1 |
| SeFNet: Bridging Tabular Datasets with Semantic Feature Nets | Jun 20, 2023 | Meta-LearningSemantic Similarity | CodeCode Available | 0 |
| Meta-Learning for Airflow Simulations with Graph Neural Networks | Jun 18, 2023 | ManagementMeta-Learning | —Unverified | 0 |
| Acceleration in Policy Optimization | Jun 18, 2023 | Meta-LearningPolicy Gradient Methods | —Unverified | 0 |
| Dual Adaptive Representation Alignment for Cross-domain Few-shot Learning | Jun 18, 2023 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 1 |
| FewSAR: A Few-shot SAR Image Classification Benchmark | Jun 16, 2023 | ClassificationFew-Shot Learning | CodeCode Available | 1 |
| Squeezing nnU-Nets with Knowledge Distillation for On-Board Cloud Detection | Jun 16, 2023 | Cloud DetectionKnowledge Distillation | —Unverified | 0 |
| A Hierarchical Bayesian Model for Deep Few-Shot Meta Learning | Jun 16, 2023 | Bayesian InferenceMeta-Learning | CodeCode Available | 0 |
| Multi-Label Meta Weighting for Long-Tailed Dynamic Scene Graph Generation | Jun 16, 2023 | Graph GenerationMeta-Learning | CodeCode Available | 0 |
| DoubleAdapt: A Meta-learning Approach to Incremental Learning for Stock Trend Forecasting | Jun 16, 2023 | Incremental LearningMeta-Learning | CodeCode Available | 1 |
| Meta Generative Flow Networks with Personalization for Task-Specific Adaptation | Jun 16, 2023 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| Stochastic Re-weighted Gradient Descent via Distributionally Robust Optimization | Jun 15, 2023 | Domain AdaptationDomain Generalization | —Unverified | 0 |
| Inductive Linear Probing for Few-shot Node Classification | Jun 14, 2023 | ClassificationFew-Shot Learning | —Unverified | 0 |
| Improving Generalization in Meta-Learning via Meta-Gradient Augmentation | Jun 14, 2023 | Few-Shot LearningMemorization | CodeCode Available | 0 |
| Few-shot Multi-domain Knowledge Rearming for Context-aware Defence against Advanced Persistent Threats | Jun 13, 2023 | Meta-LearningScheduling | —Unverified | 0 |
| Adversarial Constrained Bidding via Minimax Regret Optimization with Causality-Aware Reinforcement Learning | Jun 12, 2023 | Meta-Learningreinforcement-learning | —Unverified | 0 |
| Adaptive Multi-Teacher Knowledge Distillation with Meta-Learning | Jun 11, 2023 | Knowledge DistillationMeta-Learning | CodeCode Available | 1 |
| Virtual Node Tuning for Few-shot Node Classification | Jun 9, 2023 | ClassificationGraph Representation Learning | —Unverified | 0 |
