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| Automating Continual Learning | Dec 1, 2023 | Continual Learningimage-classification | CodeCode Available | 1 | 5 |
| Automating Outlier Detection via Meta-Learning | Sep 22, 2020 | Anomaly DetectionAutoML | CodeCode Available | 1 | 5 |
| MetaHTR: Towards Writer-Adaptive Handwritten Text Recognition | Apr 5, 2021 | Handwritten Text RecognitionHTR | CodeCode Available | 1 | 5 |
| EvoGrad: Efficient Gradient-Based Meta-Learning and Hyperparameter Optimization | Jun 19, 2021 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 1 | 5 |
| MetaIQA: Deep Meta-learning for No-Reference Image Quality Assessment | Apr 11, 2020 | Image Quality AssessmentMeta-Learning | CodeCode Available | 1 | 5 |
| Expanding the Deployment Envelope of Behavior Prediction via Adaptive Meta-Learning | Sep 23, 2022 | Meta-LearningPrediction | CodeCode Available | 1 | 5 |
| Meta-Learning and Knowledge Discovery based Physics-Informed Neural Network for Remaining Useful Life Prediction | Apr 18, 2025 | Meta-Learning | CodeCode Available | 1 | 5 |
| Boosting Few-Shot Classification with View-Learnable Contrastive Learning | Jul 20, 2021 | ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| Meta-Learning-Based Deep Reinforcement Learning for Multiobjective Optimization Problems | May 6, 2021 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
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| A Meta-Learning Approach for Training Explainable Graph Neural Networks | Sep 20, 2021 | Graph ClassificationMeta-Learning | CodeCode Available | 1 | 5 |
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| BaMBNet: A Blur-aware Multi-branch Network for Defocus Deblurring | May 31, 2021 | DeblurringImage Defocus Deblurring | CodeCode Available | 1 | 5 |
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| FewSAR: A Few-shot SAR Image Classification Benchmark | Jun 16, 2023 | ClassificationFew-Shot Learning | CodeCode Available | 1 | 5 |
| Federated Reconstruction: Partially Local Federated Learning | Feb 5, 2021 | Collaborative FilteringFederated Learning | CodeCode Available | 1 | 5 |
| Meta-learning with an Adaptive Task Scheduler | Oct 26, 2021 | Drug DiscoveryMeta-Learning | CodeCode Available | 1 | 5 |
| Meta-Learning with Implicit Gradients | Sep 10, 2019 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 | 5 |
| Meta-Learning with Latent Embedding Optimization | Jul 16, 2018 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 | 5 |
| Bayesian Model-Agnostic Meta-Learning | Jun 11, 2018 | Active Learningimage-classification | CodeCode Available | 1 | 5 |
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| MetaMask: Revisiting Dimensional Confounder for Self-Supervised Learning | Sep 16, 2022 | Contrastive LearningMeta-Learning | CodeCode Available | 1 | 5 |
| Few-shot Classification via Adaptive Attention | Aug 6, 2020 | ClassificationFew-Shot Learning | CodeCode Available | 1 | 5 |
| MetaNODE: Prototype Optimization as a Neural ODE for Few-Shot Learning | Mar 26, 2021 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 | 5 |
| Blind Super-Resolution via Meta-learning and Markov Chain Monte Carlo Simulation | Jun 13, 2024 | Blind Super-ResolutionImage Super-Resolution | CodeCode Available | 1 | 5 |
| Few-shot Image Classification: Just Use a Library of Pre-trained Feature Extractors and a Simple Classifier | Jan 3, 2021 | ClassificationCross-Domain Few-Shot | CodeCode Available | 1 | 5 |
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| FS-COCO: Towards Understanding of Freehand Sketches of Common Objects in Context | Mar 4, 2022 | DecoderImage Captioning | CodeCode Available | 1 | 5 |
