| Learning to Generalize: Meta-Learning for Domain Generalization | Oct 10, 2017 | Domain Generalizationimage-classification | CodeCode Available | 1 |
| Learning to Generalize Unseen Domains via Memory-based Multi-Source Meta-Learning for Person Re-Identification | Dec 1, 2020 | Domain GeneralizationMeta-Learning | CodeCode Available | 1 |
| An Analysis of the Adaptation Speed of Causal Models | May 18, 2020 | Meta-LearningStochastic Optimization | CodeCode Available | 1 |
| Learning To Learn and Remember Super Long Multi-Domain Task Sequence | Jan 1, 2022 | Meta-Learning | CodeCode Available | 1 |
| Deep Random Projector: Accelerated Deep Image Prior | Jan 1, 2023 | DenoisingImage Denoising | CodeCode Available | 1 |
| Delving Deep Into Many-to-Many Attention for Few-Shot Video Object Segmentation | Jun 19, 2021 | Meta-LearningSemantic Segmentation | CodeCode Available | 1 |
| Direct Differentiable Augmentation Search | Apr 9, 2021 | AutoMLData Augmentation | CodeCode Available | 1 |
| Domain Adaptive Few-Shot Open-Set Learning | Sep 22, 2023 | cross-domain few-shot learningFew-Shot Learning | CodeCode Available | 1 |
| EEG-Reptile: An Automatized Reptile-Based Meta-Learning Library for BCIs | Dec 27, 2024 | EEGFew-Shot Learning | CodeCode Available | 1 |
| Adversarial Feature Augmentation for Cross-domain Few-shot Classification | Aug 23, 2022 | ClassificationCross-Domain Few-Shot | CodeCode Available | 1 |
| DAC-MR: Data Augmentation Consistency Based Meta-Regularization for Meta-Learning | May 13, 2023 | Data AugmentationMeta-Learning | CodeCode Available | 1 |
| Data Augmentation for Meta-Learning | Oct 14, 2020 | Data AugmentationMeta-Learning | CodeCode Available | 1 |
| Cross-Domain Few-Shot Semantic Segmentation | Mar 24, 2022 | Cross-Domain Few-ShotFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Cross-Domain Few-Shot Classification via Adversarial Task Augmentation | Apr 29, 2021 | ClassificationCross-Domain Few-Shot | CodeCode Available | 1 |
| Cross-Market Product Recommendation | Sep 13, 2021 | Domain AdaptationMeta-Learning | CodeCode Available | 1 |
| Data-Efficient Brain Connectome Analysis via Multi-Task Meta-Learning | Jun 9, 2022 | Meta-Learning | CodeCode Available | 1 |
| Contrastive Meta Learning with Behavior Multiplicity for Recommendation | Feb 17, 2022 | Contrastive LearningMeta-Learning | CodeCode Available | 1 |
| Continuous Optical Zooming: A Benchmark for Arbitrary-Scale Image Super-Resolution in Real World | Jan 1, 2024 | Image Super-ResolutionMeta-Learning | CodeCode Available | 1 |
| ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification | May 16, 2023 | ClassificationContrastive Learning | CodeCode Available | 1 |
| Concrete Subspace Learning based Interference Elimination for Multi-task Model Fusion | Dec 11, 2023 | Meta-LearningTask Arithmetic | CodeCode Available | 1 |
| Concept Learners for Few-Shot Learning | Jul 14, 2020 | Few-Shot LearningFine-Grained Image Classification | CodeCode Available | 1 |
| Consistency-guided Meta-Learning for Bootstrapping Semi-Supervised Medical Image Segmentation | Jul 21, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Chameleon: A Data-Efficient Generalist for Dense Visual Prediction in the Wild | Apr 29, 2024 | Meta-Learning | CodeCode Available | 1 |
| Are Deep Neural Networks SMARTer than Second Graders? | Dec 20, 2022 | Language ModellingMeta-Learning | CodeCode Available | 1 |
| Context-Aware Meta-Learning | Oct 17, 2023 | Few-Shot Image ClassificationIn-Context Learning | CodeCode Available | 1 |
| Continued Pretraining for Better Zero- and Few-Shot Promptability | Oct 19, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Consolidated learning -- a domain-specific model-free optimization strategy with examples for XGBoost and MIMIC-IV | Jan 27, 2022 | Meta-Learning | CodeCode Available | 1 |
| Contrastive Meta-Learning for Partially Observable Few-Shot Learning | Jan 30, 2023 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Copolymer Informatics with Multi-Task Deep Neural Networks | Mar 25, 2021 | Meta-LearningMulti-Task Learning | CodeCode Available | 1 |
| Covariate Distribution Aware Meta-learning | Jul 6, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Control-oriented meta-learning | Apr 14, 2022 | Meta-Learningregression | CodeCode Available | 1 |
| 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 |
| CURI: A Benchmark for Productive Concept Learning Under Uncertainty | Oct 6, 2020 | Meta-LearningSystematic Generalization | CodeCode Available | 1 |
| Curriculum-Meta Learning for Order-Robust Continual Relation Extraction | Jan 6, 2021 | Continual Relation ExtractionMeta-Learning | CodeCode Available | 1 |
| Bridging Multi-Task Learning and Meta-Learning: Towards Efficient Training and Effective Adaptation | Jun 16, 2021 | Few-Shot Image Classificationimage-classification | CodeCode Available | 1 |
| AReLU: Attention-based Rectified Linear Unit | Jun 24, 2020 | Meta-LearningTransfer Learning | CodeCode Available | 1 |
| Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels | Oct 11, 2019 | Bayesian InferenceDomain Adaptation | CodeCode Available | 1 |
| Boosting Few-Shot Classification with View-Learnable Contrastive Learning | Jul 20, 2021 | ClassificationContrastive Learning | CodeCode Available | 1 |
| CAMeL: Cross-modality Adaptive Meta-Learning for Text-based Person Retrieval | Apr 26, 2025 | Meta-LearningPerson Retrieval | CodeCode Available | 1 |
| A picture of the space of typical learnable tasks | Oct 31, 2022 | Contrastive LearningMeta-Learning | CodeCode Available | 1 |
| Dense Relation Distillation with Context-aware Aggregation for Few-Shot Object Detection | Mar 30, 2021 | Few-Shot Object DetectionMeta-Learning | CodeCode Available | 1 |
| Depth Guided Adaptive Meta-Fusion Network for Few-shot Video Recognition | Oct 20, 2020 | Action RecognitionFew Shot Action Recognition | CodeCode Available | 1 |
| Adv-Makeup: A New Imperceptible and Transferable Attack on Face Recognition | May 7, 2021 | Adversarial AttackFace Generation | CodeCode Available | 1 |
| Diffusion-Based Neural Network Weights Generation | Feb 28, 2024 | Meta-LearningRepresentation Learning | CodeCode Available | 1 |
| BOME! Bilevel Optimization Made Easy: A Simple First-Order Approach | Sep 19, 2022 | Bilevel OptimizationContinual Learning | CodeCode Available | 1 |
| Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning | Mar 9, 2020 | Few-Shot LearningGeneral Classification | CodeCode Available | 1 |
| BOML: A Modularized Bilevel Optimization Library in Python for Meta Learning | Sep 28, 2020 | Bilevel OptimizationMeta-Learning | CodeCode Available | 1 |
| Discovering Minimal Reinforcement Learning Environments | Jun 18, 2024 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot Relations | Aug 30, 2019 | Link PredictionMeta-Learning | CodeCode Available | 1 |
| 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 |
