| Context-Aware Meta-Learning | Oct 17, 2023 | Few-Shot Image ClassificationIn-Context Learning | CodeCode Available | 1 | 5 |
| Meta-Learning to Communicate: Fast End-to-End Training for Fading Channels | Oct 22, 2019 | DecoderMeta-Learning | CodeCode Available | 1 | 5 |
| Meta-Learning via Classifier(-free) Diffusion Guidance | Oct 17, 2022 | Few-Shot LearningImage Generation | CodeCode Available | 1 | 5 |
| On the Convergence Theory for Hessian-Free Bilevel Algorithms | Oct 13, 2021 | Bilevel OptimizationMeta-Learning | CodeCode Available | 1 | 5 |
| ARCADe: A Rapid Continual Anomaly Detector | Aug 10, 2020 | Anomaly Detectioncontinual anomaly detection | CodeCode Available | 1 | 5 |
| Evading Forensic Classifiers with Attribute-Conditioned Adversarial Faces | Jun 22, 2023 | AttributeMeta-Learning | CodeCode Available | 1 | 5 |
| Architecture, Dataset and Model-Scale Agnostic Data-free Meta-Learning | Mar 20, 2023 | Meta-Learning | CodeCode Available | 1 | 5 |
| Evolving Reinforcement Learning Algorithms | Jan 8, 2021 | Atari GamesMeta-Learning | CodeCode Available | 1 | 5 |
| Adapting to Distribution Shift by Visual Domain Prompt Generation | May 5, 2024 | Domain GeneralizationMeta-Learning | CodeCode Available | 1 | 5 |
| Exploring Task Difficulty for Few-Shot Relation Extraction | Sep 12, 2021 | Contrastive LearningMeta-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 with Implicit Gradients | Sep 10, 2019 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 | 5 |
| Meta-Learning with Self-Improving Momentum Target | Oct 11, 2022 | Knowledge DistillationMeta-Learning | CodeCode Available | 1 | 5 |
| Exploiting Domain-Specific Features to Enhance Domain Generalization | Oct 18, 2021 | Domain GeneralizationMeta-Learning | CodeCode Available | 1 | 5 |
| Are Deep Neural Networks SMARTer than Second Graders? | Dec 20, 2022 | Language ModellingMeta-Learning | CodeCode Available | 1 | 5 |
| Continued Pretraining for Better Zero- and Few-Shot Promptability | Oct 19, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning | Mar 1, 2021 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 | 5 |
| MetaMask: Revisiting Dimensional Confounder for Self-Supervised Learning | Sep 16, 2022 | Contrastive LearningMeta-Learning | CodeCode Available | 1 | 5 |
| Meta Omnium: A Benchmark for General-Purpose Learning-to-Learn | May 12, 2023 | Few-Shot LearningMeta-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 |
| AReLU: Attention-based Rectified Linear Unit | Jun 24, 2020 | Meta-LearningTransfer Learning | CodeCode Available | 1 | 5 |
| Exploring Effective Factors for Improving Visual In-Context Learning | Apr 10, 2023 | In-Context LearningMeta-Learning | CodeCode Available | 1 | 5 |
| Learning where to learn: Gradient sparsity in meta and continual learning | Oct 27, 2021 | Continual LearningInductive Bias | CodeCode Available | 1 | 5 |
| MetaPoison: Practical General-purpose Clean-label Data Poisoning | Apr 1, 2020 | AutoMLBilevel Optimization | CodeCode Available | 1 | 5 |
| Meta-prediction Model for Distillation-Aware NAS on Unseen Datasets | May 26, 2023 | Meta-LearningNeural Architecture Search | CodeCode Available | 1 | 5 |
| Contrastive Meta-Learning for Partially Observable Few-Shot Learning | Jan 30, 2023 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 | 5 |
| Contrastive Meta Learning with Behavior Multiplicity for Recommendation | Feb 17, 2022 | Contrastive LearningMeta-Learning | CodeCode Available | 1 | 5 |
| Meta Adversarial Training against Universal Patches | Jan 27, 2021 | Autonomous Drivingimage-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 |
| A General Descent Aggregation Framework for Gradient-based Bi-level Optimization | Feb 16, 2021 | Meta-Learning | CodeCode Available | 1 | 5 |
| Fast Adaptation to Super-Resolution Networks via Meta-Learning | Jan 9, 2020 | Meta-LearningSuper-Resolution | CodeCode Available | 1 | 5 |
| ArtFID: Quantitative Evaluation of Neural Style Transfer | Jul 25, 2022 | BenchmarkingMeta-Learning | CodeCode Available | 1 | 5 |
| Fast and Efficient Local Search for Genetic Programming Based Loss Function Learning | Mar 1, 2024 | Meta-Learning | CodeCode Available | 1 | 5 |
| Fast Online Adaptation in Robotics through Meta-Learning Embeddings of Simulated Priors | Mar 10, 2020 | Meta-LearningModel-based Reinforcement Learning | CodeCode Available | 1 | 5 |
| Meta Self-Learning for Multi-Source Domain Adaptation: A Benchmark | Aug 24, 2021 | Domain AdaptationMeta-Learning | CodeCode Available | 1 | 5 |
| Faster Meta Update Strategy for Noise-Robust Deep Learning | Apr 30, 2021 | Deep LearningImage Classification | CodeCode Available | 1 | 5 |
| Simulating Unknown Target Models for Query-Efficient Black-box Attacks | Sep 2, 2020 | Knowledge DistillationMeta-Learning | CodeCode Available | 1 | 5 |
| 2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data Sets | Feb 14, 2022 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 | 5 |
| Few-shot Object Detection via Feature Reweighting | Dec 5, 2018 | Few-Shot LearningFew-Shot Object Detection | 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 |
| Copolymer Informatics with Multi-Task Deep Neural Networks | Mar 25, 2021 | Meta-LearningMulti-Task Learning | CodeCode Available | 1 | 5 |
| Meta-Transfer Learning through Hard Tasks | Oct 7, 2019 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 | 5 |
| MetaWeather: Few-Shot Weather-Degraded Image Restoration | Aug 28, 2023 | Image RestorationMeta-Learning | CodeCode Available | 1 | 5 |
| Few-shot Classification via Adaptive Attention | Aug 6, 2020 | ClassificationFew-Shot Learning | CodeCode Available | 1 | 5 |
| MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning | Apr 16, 2021 | Cross-Lingual TransferMeta-Learning | CodeCode Available | 1 | 5 |
| Few Shot Dialogue State Tracking using Meta-learning | Jan 17, 2021 | ChatbotDialogue State Tracking | CodeCode Available | 1 | 5 |
| Covariate Distribution Aware Meta-learning | Jul 6, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 | 5 |
| Few-shot Decoding of Brain Activation Maps | Oct 23, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 | 5 |
| Personalized Federated Learning with Moreau Envelopes | Jun 16, 2020 | DiversityFederated Learning | CodeCode Available | 1 | 5 |
