| Image Deformation Meta-Networks for One-Shot Learning | May 28, 2019 | Few-Shot Image ClassificationMeta-Learning | CodeCode Available | 0 | 5 |
| Learning How to Demodulate from Few Pilots via Meta-Learning | Mar 6, 2019 | Meta-Learning | CodeCode Available | 0 | 5 |
| Learning One-Shot Imitation from Humans without Humans | Nov 4, 2019 | Imitation LearningMeta-Learning | CodeCode Available | 0 | 5 |
| Deep Learning Theory Review: An Optimal Control and Dynamical Systems Perspective | Aug 28, 2019 | Deep LearningLearning Theory | CodeCode Available | 0 | 5 |
| Learning Deep Morphological Networks with Neural Architecture Search | Jun 14, 2021 | Edge DetectionMeta-Learning | CodeCode Available | 0 | 5 |
| Learning advisor networks for noisy image classification | Nov 8, 2022 | Classificationimage-classification | CodeCode Available | 0 | 5 |
| Learning an Explicit Hyperparameter Prediction Function Conditioned on Tasks | Jul 6, 2021 | BIG-bench Machine LearningDomain Generalization | CodeCode Available | 0 | 5 |
| Deep Compressed Sensing | May 16, 2019 | compressed sensingMeta-Learning | CodeCode Available | 0 | 5 |
| Meta-Learning with Generalized Ridge Regression: High-dimensional Asymptotics, Optimality and Hyper-covariance Estimation | Mar 27, 2024 | Meta-Learningregression | CodeCode Available | 0 | 5 |
| Learning Fast Adaptation with Meta Strategy Optimization | Sep 28, 2019 | Meta-Learning | CodeCode Available | 0 | 5 |
| Leaping Through Time with Gradient-based Adaptation for Recommendation | Dec 11, 2021 | Meta-LearningRecommendation Systems | CodeCode Available | 0 | 5 |
| learn2learn: A Library for Meta-Learning Research | Aug 27, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 | 5 |
| Enhanced Meta-Learning for Cross-lingual Named Entity Recognition with Minimal Resources | Nov 14, 2019 | Cross-Lingual NERCross-Lingual Transfer | CodeCode Available | 0 | 5 |
| A Meta-Transfer Objective for Learning to Disentangle Causal Mechanisms | Jan 30, 2019 | Meta-Learning | CodeCode Available | 0 | 5 |
| Layer-compensated Pruning for Resource-constrained Convolutional Neural Networks | Oct 1, 2018 | Meta-LearningScheduling | CodeCode Available | 0 | 5 |
| An Ensemble of Epoch-wise Empirical Bayes for Few-shot Learning | Apr 17, 2019 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 | 5 |
| Decomposed Meta-Learning for Few-Shot Sequence Labeling | Mar 4, 2024 | Entity TypingEvent Detection | CodeCode Available | 0 | 5 |
| Decoder Choice Network for Meta-Learning | Sep 25, 2019 | DecoderEnsemble Learning | CodeCode Available | 0 | 5 |
| Episode-specific Fine-tuning for Metric-based Few-shot Learners with Optimization-based Training | Jun 20, 2025 | Meta-Learning | CodeCode Available | 0 | 5 |
| Episodic Multi-Task Learning with Heterogeneous Neural Processes | Oct 28, 2023 | Meta-LearningMulti-Task Learning | CodeCode Available | 0 | 5 |
| E-QUARTIC: Energy Efficient Edge Ensemble of Convolutional Neural Networks for Resource-Optimized Learning | Sep 12, 2024 | Ensemble LearningMeta-Learning | CodeCode Available | 0 | 5 |
| Deciphering Trajectory-Aided LLM Reasoning: An Optimization Perspective | May 26, 2025 | Meta-Learning | CodeCode Available | 0 | 5 |
| Asynchronous Distributed Bilevel Optimization | Dec 20, 2022 | Bilevel OptimizationHyperparameter Optimization | CodeCode Available | 0 | 5 |
| Capability-Aware Shared Hypernetworks for Flexible Heterogeneous Multi-Robot Coordination | Jan 10, 2025 | DiversityImitation Learning | CodeCode Available | 0 | 5 |
| Learning to Continually Learn Rapidly from Few and Noisy Data | Mar 6, 2021 | Continual LearningMeta-Learning | CodeCode Available | 0 | 5 |
