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| Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting | Feb 20, 2019 | Image ClassificationMeta-Learning | CodeCode Available | 1 |
| Query Adaptive Few-Shot Object Detection with Heterogeneous Graph Convolutional Networks | Dec 17, 2021 | Few-Shot Object DetectionMeta-Learning | CodeCode Available | 1 |
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| Domain Adaptive Few-Shot Open-Set Learning | Sep 22, 2023 | cross-domain few-shot learningFew-Shot Learning | CodeCode Available | 1 |
| CAMeL: Cross-modality Adaptive Meta-Learning for Text-based Person Retrieval | Apr 26, 2025 | Meta-LearningPerson Retrieval | CodeCode Available | 1 |
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| An Analysis of the Adaptation Speed of Causal Models | May 18, 2020 | Meta-LearningStochastic Optimization | CodeCode Available | 1 |
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| Domain Generalizer: A Few-shot Meta Learning Framework for Domain Generalization in Medical Imaging | Aug 18, 2020 | Computed Tomography (CT)Domain Generalization | CodeCode Available | 1 |
| Diffusion-Based Neural Network Weights Generation | Feb 28, 2024 | Meta-LearningRepresentation Learning | CodeCode Available | 1 |
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| DIMES: A Differentiable Meta Solver for Combinatorial Optimization Problems | Oct 8, 2022 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
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| Discovering Minimal Reinforcement Learning Environments | Jun 18, 2024 | continuous-controlContinuous Control | CodeCode Available | 1 |
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| BOIL: Towards Representation Change for Few-shot Learning | Aug 20, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
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| A Broader Study of Cross-Domain Few-Shot Learning | Dec 16, 2019 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 1 |
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| Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning | Mar 9, 2020 | Few-Shot LearningGeneral Classification | CodeCode Available | 1 |
| Efficient Graph Deep Learning in TensorFlow with tf_geometric | Jan 27, 2021 | Deep LearningGeneral Classification | CodeCode Available | 1 |
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| Concept Learners for Few-Shot Learning | Jul 14, 2020 | Few-Shot LearningFine-Grained Image Classification | CodeCode Available | 1 |
| Fast and Efficient Local Search for Genetic Programming Based Loss Function Learning | Mar 1, 2024 | Meta-Learning | CodeCode Available | 1 |
| Fast Context Adaptation via Meta-Learning | Oct 8, 2018 | General ClassificationMeta-Learning | CodeCode Available | 1 |
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| FewSAR: A Few-shot SAR Image Classification Benchmark | Jun 16, 2023 | ClassificationFew-Shot Learning | CodeCode Available | 1 |
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| Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels | Oct 11, 2019 | Bayesian InferenceDomain Adaptation | CodeCode Available | 1 |
