| A Representation Learning Perspective on the Importance of Train-Validation Splitting in Meta-Learning | Jun 29, 2021 | Meta-LearningRepresentation Learning | CodeCode Available | 0 |
| Black box meta-learning intrinsic rewards for sparse-reward environments | Jul 31, 2024 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Scrutinize What We Ignore: Reining In Task Representation Shift Of Context-Based Offline Meta Reinforcement Learning | May 20, 2024 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 0 |
| Adaptation-Agnostic Meta-Training | Aug 24, 2021 | Meta-Learning | CodeCode Available | 0 |
| Online Parameter-Free Learning of Multiple Low Variance Tasks | Jul 11, 2020 | Meta-LearningMulti-Task Learning | CodeCode Available | 0 |
| Deep Multimodal Fusion for Generalizable Person Re-identification | Nov 2, 2022 | Domain GeneralizationGeneralizable Person Re-identification | CodeCode Available | 0 |
| Unsupervised Representation Learning to Aid Semi-Supervised Meta Learning | Oct 19, 2023 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 |
| Guided evolutionary strategies: Augmenting random search with surrogate gradients | Jun 26, 2018 | Meta-LearningReinforcement Learning | CodeCode Available | 0 |
| Online-Within-Online Meta-Learning | Dec 1, 2019 | Meta-Learning | CodeCode Available | 0 |
| BioAct-Het: A Heterogeneous Siamese Neural Network for Bioactivity Prediction Using Novel Bioactivity Representatio | Oct 15, 2023 | Drug DiscoveryMeta-Learning | CodeCode Available | 0 |
| Meta-learning from Tasks with Heterogeneous Attribute Spaces | Dec 1, 2020 | AttributeMeta-Learning | CodeCode Available | 0 |
| Unsupervised Task Clustering for Multi-Task Reinforcement Learning | Jan 1, 2021 | Atari GamesClustering | CodeCode Available | 0 |
| Deep Learning Theory Review: An Optimal Control and Dynamical Systems Perspective | Aug 28, 2019 | Deep LearningLearning Theory | CodeCode Available | 0 |
| A MIND for Reasoning: Meta-learning for In-context Deduction | May 20, 2025 | Meta-Learning | CodeCode Available | 0 |
| Task Augmentation by Rotating for Meta-Learning | Feb 8, 2020 | Data AugmentationFew-Shot Learning | CodeCode Available | 0 |
| Meta-learning how to Share Credit among Macro-Actions | Jun 16, 2025 | Atari GamesMeta-Learning | CodeCode Available | 0 |
| Deep Compressed Sensing | May 16, 2019 | compressed sensingMeta-Learning | CodeCode Available | 0 |
| SeFNet: Bridging Tabular Datasets with Semantic Feature Nets | Jun 20, 2023 | Meta-LearningSemantic Similarity | CodeCode Available | 0 |
| Benchmarking and Improving Compositional Generalization of Multi-aspect Controllable Text Generation | Apr 5, 2024 | AttributeBenchmarking | CodeCode Available | 0 |
| Decomposed Meta-Learning for Few-Shot Sequence Labeling | Mar 4, 2024 | Entity TypingEvent Detection | CodeCode Available | 0 |
| On Provably Robust Meta-Bayesian Optimization | Jun 14, 2022 | Bayesian OptimizationMeta-Learning | CodeCode Available | 0 |
| On Sensitivity of Learning with Limited Labelled Data to the Effects of Randomness: Impact of Interactions and Systematic Choices | Feb 20, 2024 | In-Context LearningMeta-Learning | CodeCode Available | 0 |
| Decoder Choice Network for Meta-Learning | Sep 25, 2019 | DecoderEnsemble Learning | CodeCode Available | 0 |
| Meta-Learning Initializations for Image Segmentation | Dec 13, 2019 | Bayesian OptimizationFew-Shot Image Classification | CodeCode Available | 0 |
| Are LSTMs Good Few-Shot Learners? | Oct 22, 2023 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 0 |