| Associative Alignment for Few-shot Image Classification | Dec 11, 2019 | ClassificationDomain Adaptation | CodeCode Available | 0 | 5 |
| Capability-Aware Shared Hypernetworks for Flexible Heterogeneous Multi-Robot Coordination | Jan 10, 2025 | DiversityImitation Learning | CodeCode Available | 0 | 5 |
| Assessor-Guided Learning for Continual Environments | Mar 21, 2023 | Continual LearningIncremental Learning | CodeCode Available | 0 | 5 |
| Learning from Multiple Cities: A Meta-Learning Approach for Spatial-Temporal Prediction | Jan 24, 2019 | Meta-LearningPrediction | CodeCode Available | 0 | 5 |
| Cross-Modal Generalization: Learning in Low Resource Modalities via Meta-Alignment | Dec 4, 2020 | Meta-Learningtext-to-speech | 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 |
| Learning Deep Morphological Networks with Neural Architecture Search | Jun 14, 2021 | Edge DetectionMeta-Learning | CodeCode Available | 0 | 5 |
| learn2learn: A Library for Meta-Learning Research | Aug 27, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 | 5 |
| Leaping Through Time with Gradient-based Adaptation for Recommendation | Dec 11, 2021 | Meta-LearningRecommendation Systems | CodeCode Available | 0 | 5 |
| Cross-domain Transfer of Valence Preferences via a Meta-optimization Approach | Jun 24, 2024 | Meta-LearningSelf-Supervised Learning | CodeCode Available | 0 | 5 |
| Cross-domain Multi-modal Few-shot Object Detection via Rich Text | Mar 24, 2024 | Cross-Domain Few-ShotDomain Adaptation | CodeCode Available | 0 | 5 |
| A Hierarchical Bayesian Model for Deep Few-Shot Meta Learning | Jun 16, 2023 | Bayesian InferenceMeta-Learning | CodeCode Available | 0 | 5 |
| Adaptive Cascading Network for Continual Test-Time Adaptation | Jul 17, 2024 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Feature Extractor Stacking for Cross-domain Few-shot Learning | May 12, 2022 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 0 | 5 |
| A Simple Neural Attentive Meta-Learner | Jul 11, 2017 | Few-Shot Image ClassificationMeta-Learning | 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 |
| Learning Generalized Zero-Shot Learners for Open-Domain Image Geolocalization | Feb 1, 2023 | Generalized Zero-Shot LearningMeta-Learning | CodeCode Available | 0 | 5 |
| Cross-Domain Few-Shot Graph Classification | Jan 20, 2022 | ClassificationCross-Domain Few-Shot | CodeCode Available | 0 | 5 |
| A Greedy Approach to Adapting the Trace Parameter for Temporal Difference Learning | Jul 2, 2016 | Meta-Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Cross-Domain Continual Learning via CLAMP | May 12, 2024 | Continual LearningDomain Adaptation | CodeCode Available | 0 | 5 |
| Latent-Optimized Adversarial Neural Transfer for Sarcasm Detection | Apr 19, 2021 | Meta-LearningSarcasm Detection | CodeCode Available | 0 | 5 |
| Latent Representation Learning of Multi-scale Thermophysics: Application to Dynamics in Shocked Porous Energetic Material | Jun 15, 2025 | Meta-LearningRepresentation Learning | CodeCode Available | 0 | 5 |
| A Simple Approach to Adversarial Robustness in Few-shot Image Classification | Apr 11, 2022 | Adversarial RobustnessFew-Shot Image Classification | CodeCode Available | 0 | 5 |
| LabelCraft: Empowering Short Video Recommendations with Automated Label Crafting | Dec 18, 2023 | Meta-LearningModel Optimization | CodeCode Available | 0 | 5 |
