| Image Quality-aware Diagnosis via Meta-knowledge Co-embedding | Mar 27, 2023 | DiversityImage Quality Assessment | 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 |
| Improving Convergence and Generalization Using Parameter Symmetries | May 22, 2023 | Meta-Learning | CodeCode Available | 1 | 5 |
| Improving Language Plasticity via Pretraining with Active Forgetting | Jul 3, 2023 | Meta-Learning | CodeCode Available | 1 | 5 |
| Context-Aware Meta-Learning | Oct 17, 2023 | Few-Shot Image ClassificationIn-Context 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 |
| Regularizing Meta-Learning via Gradient Dropout | Apr 13, 2020 | Domain GeneralizationMeta-Learning | CodeCode Available | 1 | 5 |
| Reinforced In-Context Black-Box Optimization | Feb 27, 2024 | In-Context LearningMeta-Learning | CodeCode Available | 1 | 5 |
| Knowledge-Aware Meta-learning for Low-Resource Text Classification | Sep 10, 2021 | ClassificationMeta-Learning | CodeCode Available | 1 | 5 |
| Learning a Formula of Interpretability to Learn Interpretable Formulas | Apr 23, 2020 | Meta-Learningregression | CodeCode Available | 1 | 5 |
| Interventional Few-Shot Learning | Sep 28, 2020 | Few-Shot LearningMeta-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 |
| Is Mamba Capable of In-Context Learning? | Feb 5, 2024 | AutoMLIn-Context Learning | CodeCode Available | 1 | 5 |
| Information Maximization for Few-Shot Learning | Dec 1, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 | 5 |
| Influence-Balanced Loss for Imbalanced Visual Classification | Oct 6, 2021 | ClassificationLong-tail Learning | CodeCode Available | 1 | 5 |
| Instance Credibility Inference for Few-Shot Learning | Mar 26, 2020 | Data AugmentationFew-Shot Image Classification | CodeCode Available | 1 | 5 |
| Concrete Subspace Learning based Interference Elimination for Multi-task Model Fusion | Dec 11, 2023 | Meta-LearningTask Arithmetic | CodeCode Available | 1 | 5 |
| Consolidated learning -- a domain-specific model-free optimization strategy with examples for XGBoost and MIMIC-IV | Jan 27, 2022 | Meta-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 |
| Consistency-guided Meta-Learning for Bootstrapping Semi-Supervised Medical Image Segmentation | Jul 21, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| iTAML: An Incremental Task-Agnostic Meta-learning Approach | Mar 25, 2020 | Incremental LearningMeta-Learning | CodeCode Available | 1 | 5 |
| Laplacian Regularized Few-Shot Learning | Jun 29, 2020 | ClusteringFew-Shot Image Classification | CodeCode Available | 1 | 5 |
| LEAF: A Benchmark for Federated Settings | Dec 3, 2018 | Autonomous VehiclesBenchmarking | CodeCode Available | 1 | 5 |
| Learned Initializations for Optimizing Coordinate-Based Neural Representations | Dec 3, 2020 | Meta-Learning | CodeCode Available | 1 | 5 |
| Continued Pretraining for Better Zero- and Few-Shot Promptability | Oct 19, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Contrastive Meta Learning with Behavior Multiplicity for Recommendation | Feb 17, 2022 | Contrastive LearningMeta-Learning | CodeCode Available | 1 | 5 |
| A Broader Study of Cross-Domain Few-Shot Learning | Dec 16, 2019 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 1 | 5 |
| Chameleon: A Data-Efficient Generalist for Dense Visual Prediction in the Wild | Apr 29, 2024 | Meta-Learning | CodeCode Available | 1 | 5 |
| Contrastive Meta-Learning for Partially Observable Few-Shot Learning | Jan 30, 2023 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 | 5 |
| Learning Graph Meta Embeddings for Cold-Start Ads in Click-Through Rate Prediction | May 19, 2021 | Click-Through Rate PredictionMeta-Learning | CodeCode Available | 1 | 5 |
| Learning Neural Causal Models from Unknown Interventions | Oct 2, 2019 | Meta-Learning | CodeCode Available | 1 | 5 |
| Continuous Optical Zooming: A Benchmark for Arbitrary-Scale Image Super-Resolution in Real World | Jan 1, 2024 | Image Super-ResolutionMeta-Learning | CodeCode Available | 1 | 5 |
| Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning | Mar 9, 2020 | Few-Shot LearningGeneral Classification | CodeCode Available | 1 | 5 |
| ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification | May 16, 2023 | ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| Control-oriented meta-learning | Apr 14, 2022 | Meta-Learningregression | CodeCode Available | 1 | 5 |
| Learning to Adapt to Evolving Domains | Dec 1, 2020 | Domain AdaptationMeta-Learning | CodeCode Available | 1 | 5 |
| Copolymer Informatics with Multi-Task Deep Neural Networks | Mar 25, 2021 | Meta-LearningMulti-Task Learning | CodeCode Available | 1 | 5 |
| Cross-Domain Few-Shot Classification via Adversarial Task Augmentation | Apr 29, 2021 | ClassificationCross-Domain Few-Shot | CodeCode Available | 1 | 5 |
| Learning to Continually Learn | Feb 21, 2020 | Continual LearningLifelong learning | CodeCode Available | 1 | 5 |
| Covariate Distribution Aware Meta-learning | Jul 6, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 | 5 |
| Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking | Oct 19, 2022 | Argument RetrievalInformation Retrieval | CodeCode Available | 1 | 5 |
| DAC-MR: Data Augmentation Consistency Based Meta-Regularization for Meta-Learning | May 13, 2023 | Data AugmentationMeta-Learning | CodeCode Available | 1 | 5 |
| Cross-Market Product Recommendation | Sep 13, 2021 | Domain AdaptationMeta-Learning | CodeCode Available | 1 | 5 |
| Learning to Generalize across Domains on Single Test Samples | Feb 16, 2022 | Bayesian InferenceDomain Adaptation | CodeCode Available | 1 | 5 |
| Curriculum-Meta Learning for Order-Robust Continual Relation Extraction | Jan 6, 2021 | Continual Relation ExtractionMeta-Learning | CodeCode Available | 1 | 5 |
| Learning to Generalize with Object-centric Agents in the Open World Survival Game Crafter | Aug 5, 2022 | Meta-Learning | CodeCode Available | 1 | 5 |
| CURI: A Benchmark for Productive Concept Learning Under Uncertainty | Oct 6, 2020 | Meta-LearningSystematic Generalization | CodeCode Available | 1 | 5 |
| Cross-domain Few-shot Object Detection with Multi-modal Textual Enrichment | Feb 23, 2025 | Cross-Domain Few-ShotCross-Domain Few-Shot Object Detection | CodeCode Available | 1 | 5 |
