| Personalized Image Aesthetics Assessment via Meta-Learning With Bilevel Gradient Optimization | Jun 11, 2020 | Aesthetics Quality AssessmentMeta-Learning | CodeCode Available | 1 | 5 |
| HELP: Hardware-Adaptive Efficient Latency Prediction for NAS via Meta-Learning | Jun 16, 2021 | Meta-LearningNeural Architecture Search | CodeCode Available | 1 | 5 |
| How to train your MAML | Oct 22, 2018 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 | 5 |
| Hierarchical Attention Network for Few-Shot Object Detection via Meta-Contrastive Learning | Aug 15, 2022 | Contrastive LearningFew-Shot Learning | CodeCode Available | 1 | 5 |
| Positive-Unlabeled Learning by Latent Group-Aware Meta Disambiguation | Jan 1, 2024 | Binary ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| CAMeL: Cross-modality Adaptive Meta-Learning for Text-based Person Retrieval | Apr 26, 2025 | Meta-LearningPerson Retrieval | CodeCode Available | 1 | 5 |
| Camera Distortion-aware 3D Human Pose Estimation in Video with Optimization-based Meta-Learning | Nov 30, 2021 | 3D Human Pose EstimationCamera Calibration | CodeCode Available | 1 | 5 |
| An Analysis of the Adaptation Speed of Causal Models | May 18, 2020 | Meta-LearningStochastic Optimization | CodeCode Available | 1 | 5 |
| Pre-training to Match for Unified Low-shot Relation Extraction | Mar 23, 2022 | Meta-LearningRelation | CodeCode Available | 1 | 5 |
| How Sensitive are Meta-Learners to Dataset Imbalance? | Apr 12, 2021 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 | 5 |
| Instance Credibility Inference for Few-Shot Learning | Mar 26, 2020 | Data AugmentationFew-Shot Image Classification | CodeCode Available | 1 | 5 |
| Knowledge-Aware Meta-learning for Low-Resource Text Classification | Sep 10, 2021 | ClassificationMeta-Learning | CodeCode Available | 1 | 5 |
| Improving Convergence and Generalization Using Parameter Symmetries | May 22, 2023 | Meta-Learning | CodeCode Available | 1 | 5 |
| An Enhanced Span-based Decomposition Method for Few-Shot Sequence Labeling | Sep 27, 2021 | Few-shot NERMeta-Learning | CodeCode Available | 1 | 5 |
| Improving Fake News Detection of Influential Domain via Domain- and Instance-Level Transfer | Sep 19, 2022 | Fake News DetectionLanguage Modelling | CodeCode Available | 1 | 5 |
| IEPT: Instance-Level and Episode-Level Pretext Tasks for Few-Shot Learning | Jan 1, 2021 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 | 5 |
| HyRSM++: Hybrid Relation Guided Temporal Set Matching for Few-shot Action Recognition | Jan 9, 2023 | Action RecognitionFew-Shot action recognition | CodeCode Available | 1 | 5 |
| Image Quality-aware Diagnosis via Meta-knowledge Co-embedding | Mar 27, 2023 | DiversityImage Quality Assessment | CodeCode Available | 1 | 5 |
| Improving Language Plasticity via Pretraining with Active Forgetting | Jul 3, 2023 | Meta-Learning | CodeCode Available | 1 | 5 |
| Incremental Few-Shot Object Detection via Simple Fine-Tuning Approach | Feb 20, 2023 | Few-Shot Object DetectionMeta-Learning | CodeCode Available | 1 | 5 |
| CD-FSOD: A Benchmark for Cross-domain Few-shot Object Detection | Oct 11, 2022 | Cross-Domain Few-ShotCross-Domain Few-Shot Object Detection | CodeCode Available | 1 | 5 |
| Influence-Balanced Loss for Imbalanced Visual Classification | Oct 6, 2021 | ClassificationLong-tail Learning | CodeCode Available | 1 | 5 |
| Interventional Few-Shot Learning | Sep 28, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 | 5 |
| Is Mamba Capable of In-Context Learning? | Feb 5, 2024 | AutoMLIn-Context Learning | CodeCode Available | 1 | 5 |
| Hypernetwork approach to Bayesian MAML | Oct 6, 2022 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 | 5 |
