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| Deep Learning Theory Review: An Optimal Control and Dynamical Systems Perspective | Aug 28, 2019 | Deep LearningLearning Theory | CodeCode Available | 0 | 5 |
| Learning to Continually Learn Rapidly from Few and Noisy Data | Mar 6, 2021 | Continual LearningMeta-Learning | CodeCode Available | 0 | 5 |
| Meta Reinforcement Learning with Task Embedding and Shared Policy | May 16, 2019 | Deep Reinforcement LearningMeta-Learning | CodeCode Available | 0 | 5 |
| Learning to Balance: Bayesian Meta-Learning for Imbalanced and Out-of-distribution Tasks | May 30, 2019 | Bayesian InferenceMeta-Learning | CodeCode Available | 0 | 5 |
| Deep Compressed Sensing | May 16, 2019 | compressed sensingMeta-Learning | CodeCode Available | 0 | 5 |
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| Evaluating recommender systems for AI-driven biomedical informatics | May 22, 2019 | AI AgentBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Learning One-Shot Imitation from Humans without Humans | Nov 4, 2019 | Imitation LearningMeta-Learning | CodeCode Available | 0 | 5 |
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| Learning to adapt: a meta-learning approach for speaker adaptation | Aug 30, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 | 5 |
| Learning to Customize Model Structures for Few-shot Dialogue Generation Tasks | Oct 31, 2019 | Dialogue GenerationDiversity | CodeCode Available | 0 | 5 |
| Learning to Learn from Noisy Labeled Data | Dec 13, 2018 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| LeMON: Learning to Learn Multi-Operator Networks | Aug 28, 2024 | Meta-LearningOperator learning | CodeCode Available | 0 | 5 |
| Deceptive Fairness Attacks on Graphs via Meta Learning | Oct 24, 2023 | Adversarial RobustnessFairness | CodeCode Available | 0 | 5 |
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| Learning from Multiple Cities: A Meta-Learning Approach for Spatial-Temporal Prediction | Jan 24, 2019 | Meta-LearningPrediction | CodeCode Available | 0 | 5 |
| Learning Low-Dimensional Embeddings for Black-Box Optimization | May 2, 2025 | Meta-Learning | CodeCode Available | 0 | 5 |
| Bootstrapped Meta-Learning | Sep 9, 2021 | Efficient ExplorationFew-Shot Learning | CodeCode Available | 0 | 5 |
| Dynamic Subgoal-based Exploration via Bayesian Optimization | Oct 21, 2019 | Bayesian OptimizationEfficient Exploration | CodeCode Available | 0 | 5 |
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| Modeling Human Exploration Through Resource-Rational Reinforcement Learning | Jan 27, 2022 | Meta-Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Dataset Distillation using Neural Feature Regression | Jun 1, 2022 | Continual LearningDataset Distillation | CodeCode Available | 0 | 5 |
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| Mitigating Catastrophic Forgetting for Few-Shot Spoken Word Classification Through Meta-Learning | May 22, 2023 | Continual LearningMeta-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 |
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| Exploring Frequencies via Feature Mixing and Meta-Learning for Improving Adversarial Transferability | May 6, 2024 | Meta-Learning | CodeCode Available | 0 | 5 |
| Dataset2Vec: Learning Dataset Meta-Features | May 27, 2019 | Auxiliary LearningFew-Shot Learning | CodeCode Available | 0 | 5 |
| Adaptive Cross-Modal Few-Shot Learning | Feb 19, 2019 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 0 | 5 |
| AI-Driven Discovery of High Performance Polymer Electrodes for Next-Generation Batteries | Feb 19, 2025 | Meta-Learning | CodeCode Available | 0 | 5 |
| A Stylometric Inquiry into Hyperpartisan and Fake News | Feb 18, 2017 | ArticlesAuthorship Verification | CodeCode Available | 0 | 5 |
| Learning advisor networks for noisy image classification | Nov 8, 2022 | Classificationimage-classification | CodeCode Available | 0 | 5 |
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| Exploring the Similarity of Representations in Model-Agnostic Meta-Learning | May 12, 2021 | Few-Shot LearningMeta-Learning | CodeCode Available | 0 | 5 |
| Reevaluating Meta-Learning Optimization Algorithms Through Contextual Self-Modulation | Oct 2, 2024 | Meta-LearningOut-of-Distribution Generalization | CodeCode Available | 0 | 5 |
| Learning Deep Morphological Networks with Neural Architecture Search | Jun 14, 2021 | Edge DetectionMeta-Learning | CodeCode Available | 0 | 5 |
| Data-Driven Performance Guarantees for Classical and Learned Optimizers | Apr 22, 2024 | Learning TheoryMeta-Learning | CodeCode Available | 0 | 5 |
