| Adapting to Distribution Shift by Visual Domain Prompt Generation | May 5, 2024 | Domain GeneralizationMeta-Learning | CodeCode Available | 1 | 5 |
| ARCADe: A Rapid Continual Anomaly Detector | Aug 10, 2020 | Anomaly Detectioncontinual anomaly detection | CodeCode Available | 1 | 5 |
| Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels | Oct 11, 2019 | Bayesian InferenceDomain Adaptation | CodeCode Available | 1 | 5 |
| Are Deep Neural Networks SMARTer than Second Graders? | Dec 20, 2022 | Language ModellingMeta-Learning | CodeCode Available | 1 | 5 |
| Dense Relation Distillation with Context-aware Aggregation for Few-Shot Object Detection | Mar 30, 2021 | Few-Shot Object DetectionMeta-Learning | CodeCode Available | 1 | 5 |
| Depth Guided Adaptive Meta-Fusion Network for Few-shot Video Recognition | Oct 20, 2020 | Action RecognitionFew Shot Action Recognition | CodeCode Available | 1 | 5 |
| A General Descent Aggregation Framework for Gradient-based Bi-level Optimization | Feb 16, 2021 | Meta-Learning | CodeCode Available | 1 | 5 |
| ArtFID: Quantitative Evaluation of Neural Style Transfer | Jul 25, 2022 | BenchmarkingMeta-Learning | CodeCode Available | 1 | 5 |
| Adv-Makeup: A New Imperceptible and Transferable Attack on Face Recognition | May 7, 2021 | Adversarial AttackFace Generation | CodeCode Available | 1 | 5 |
| Attentive Weights Generation for Few Shot Learning via Information Maximization | Jun 1, 2020 | ClassificationFew-Shot Image Classification | CodeCode Available | 1 | 5 |
| Data Augmentation for Meta-Learning | Oct 14, 2020 | Data AugmentationMeta-Learning | CodeCode Available | 1 | 5 |
| A Structured Dictionary Perspective on Implicit Neural Representations | Dec 3, 2021 | Dictionary LearningInductive Bias | CodeCode Available | 1 | 5 |
| Attention Guided Cosine Margin For Overcoming Class-Imbalance in Few-Shot Road Object Detection | Nov 12, 2021 | Few-Shot Object DetectionMeta-Learning | CodeCode Available | 1 | 5 |
| Discovering modular solutions that generalize compositionally | Dec 22, 2023 | Meta-Learning | CodeCode Available | 1 | 5 |
| Discovering Temporally-Aware Reinforcement Learning Algorithms | Feb 8, 2024 | Meta-Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Attentional-Biased Stochastic Gradient Descent | Dec 13, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| A Channel Coding Benchmark for Meta-Learning | Jul 15, 2021 | Meta-Learning | CodeCode Available | 1 | 5 |
| Automated Machine Learning Techniques for Data Streams | Jun 14, 2021 | AutoMLBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Adaptive-Control-Oriented Meta-Learning for Nonlinear Systems | Mar 7, 2021 | Meta-Learningregression | CodeCode Available | 1 | 5 |
| AutoDebias: Learning to Debias for Recommendation | May 10, 2021 | ImputationMeta-Learning | CodeCode Available | 1 | 5 |
| AutoInit: Analytic Signal-Preserving Weight Initialization for Neural Networks | Sep 18, 2021 | Meta-LearningNeural Architecture Search | CodeCode Available | 1 | 5 |
| Improving Generalization in Meta-learning via Task Augmentation | Jul 26, 2020 | Meta-Learning | CodeCode Available | 1 | 5 |
| A Simple Approach to Case-Based Reasoning in Knowledge Bases | Jun 25, 2020 | Knowledge GraphsMeta-Learning | CodeCode Available | 1 | 5 |
| Auto-Lambda: Disentangling Dynamic Task Relationships | Feb 7, 2022 | Auxiliary LearningMeta-Learning | CodeCode Available | 1 | 5 |
| Procedural generation of meta-reinforcement learning tasks | Feb 11, 2023 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 1 | 5 |
| A Large Scale Search Dataset for Unbiased Learning to Rank | Jul 7, 2022 | Causal DiscoveryLanguage Modelling | CodeCode Available | 1 | 5 |
| Automated Relational Meta-learning | Jan 3, 2020 | Few-Shot Image Classificationimage-classification | CodeCode Available | 1 | 5 |
| Alchemy: A benchmark and analysis toolkit for meta-reinforcement learning agents | Feb 4, 2021 | Meta-LearningMeta Reinforcement Learning | 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 |
| Automating Continual Learning | Dec 1, 2023 | Continual Learningimage-classification | CodeCode Available | 1 | 5 |
| DynaVSR: Dynamic Adaptive Blind Video Super-Resolution | Nov 9, 2020 | Meta-LearningSuper-Resolution | CodeCode Available | 1 | 5 |
| Editing Factual Knowledge in Language Models | Apr 16, 2021 | Fact CheckingMeta-Learning | CodeCode Available | 1 | 5 |
| Efficient Domain Generalization via Common-Specific Low-Rank Decomposition | Mar 28, 2020 | Data AugmentationDomain Generalization | CodeCode Available | 1 | 5 |
| Efficient Graph Deep Learning in TensorFlow with tf_geometric | Jan 27, 2021 | Deep LearningGeneral Classification | CodeCode Available | 1 | 5 |
| Adaptive FSS: A Novel Few-Shot Segmentation Framework via Prototype Enhancement | Dec 25, 2023 | Meta-Learning | CodeCode Available | 1 | 5 |
| AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization with Structured Kernel Learning | Feb 20, 2018 | Bayesian OptimizationDiagnostic | CodeCode Available | 1 | 5 |
| AwesomeMeta+: A Mixed-Prototyping Meta-Learning System Supporting AI Application Design Anywhere | Apr 24, 2023 | Image ClassificationMeta-Learning | CodeCode Available | 1 | 5 |
| Evading Forensic Classifiers with Attribute-Conditioned Adversarial Faces | Jun 22, 2023 | AttributeMeta-Learning | CodeCode Available | 1 | 5 |
| Evolving Reinforcement Learning Algorithms | Jan 8, 2021 | Atari GamesMeta-Learning | CodeCode Available | 1 | 5 |
| Data-Efficient Brain Connectome Analysis via Multi-Task Meta-Learning | Jun 9, 2022 | Meta-Learning | CodeCode Available | 1 | 5 |
| Exploring Task Difficulty for Few-Shot Relation Extraction | Sep 12, 2021 | Contrastive LearningMeta-Learning | CodeCode Available | 1 | 5 |
| Deep Random Projector: Accelerated Deep Image Prior | Jan 1, 2023 | DenoisingImage Denoising | 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 |
| Direct Differentiable Augmentation Search | Apr 9, 2021 | AutoMLData Augmentation | CodeCode Available | 1 | 5 |
| AMAGO: Scalable In-Context Reinforcement Learning for Adaptive Agents | Oct 15, 2023 | In-Context LearningIn-Context Reinforcement Learning | CodeCode Available | 1 | 5 |
| Bayesian Model-Agnostic Meta-Learning | Jun 11, 2018 | Active Learningimage-classification | 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 |
| Federated Reconstruction: Partially Local Federated Learning | Feb 5, 2021 | Collaborative FilteringFederated Learning | CodeCode Available | 1 | 5 |
| Bilevel Optimization with a Lower-level Contraction: Optimal Sample Complexity without Warm-start | Feb 7, 2022 | Bilevel OptimizationData Poisoning | CodeCode Available | 1 | 5 |
| Adversarial Feature Augmentation for Cross-domain Few-shot Classification | Aug 23, 2022 | ClassificationCross-Domain Few-Shot | CodeCode Available | 1 | 5 |
