| Benchmarking and Improving Compositional Generalization of Multi-aspect Controllable Text Generation | Apr 5, 2024 | AttributeBenchmarking | CodeCode Available | 0 | 5 |
| Learning Invariances for Policy Generalization | Sep 7, 2018 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 0 | 5 |
| Learning New Tasks from a Few Examples with Soft-Label Prototypes | Oct 31, 2022 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 | 5 |
| Learning Task-Aware Energy Disaggregation: a Federated Approach | Apr 14, 2022 | Federated LearningMeta-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 |
| Efficient Optimization of Loops and Limits with Randomized Telescoping Sums | May 16, 2019 | Meta-LearningVariational Inference | CodeCode Available | 0 | 5 |
| Adaptive Prior Selection for Repertoire-based Online Adaptation in Robotics | Jul 16, 2019 | Meta-LearningRTE | CodeCode Available | 0 | 5 |
| Efficient time stepping for numerical integration using reinforcement learning | Apr 8, 2021 | Meta-LearningNumerical Integration | CodeCode Available | 0 | 5 |
| Learning Fast Adaptation with Meta Strategy Optimization | Sep 28, 2019 | Meta-Learning | CodeCode Available | 0 | 5 |
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| Learning Generalized Zero-Shot Learners for Open-Domain Image Geolocalization | Feb 1, 2023 | Generalized Zero-Shot LearningMeta-Learning | CodeCode Available | 0 | 5 |
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| Learning Deep Morphological Networks with Neural Architecture Search | Jun 14, 2021 | Edge DetectionMeta-Learning | CodeCode Available | 0 | 5 |
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| Image Deformation Meta-Networks for One-Shot Learning | May 28, 2019 | Few-Shot Image ClassificationMeta-Learning | 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 to acquire novel cognitive tasks with evolution, plasticity and meta-meta-learning | Dec 16, 2021 | Meta-Learning | CodeCode Available | 0 | 5 |
| Meta Learning Shared Hierarchies | Oct 26, 2017 | Meta-LearningReinforcement 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 |
| learn2learn: A Library for Meta-Learning Research | Aug 27, 2020 | Few-Shot LearningMeta-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 |
