| MetaHTR: Towards Writer-Adaptive Handwritten Text Recognition | Apr 5, 2021 | Handwritten Text RecognitionHTR | CodeCode Available | 1 |
| A contrastive rule for meta-learning | Apr 4, 2021 | Meta-Learning | CodeCode Available | 1 |
| Learning to Filter: Siamese Relation Network for Robust Tracking | Apr 2, 2021 | Meta-LearningRelation | CodeCode Available | 1 |
| MT3: Meta Test-Time Training for Self-Supervised Test-Time Adaption | Mar 30, 2021 | image-classificationImage Classification | 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 |
| MetaNODE: Prototype Optimization as a Neural ODE for Few-Shot Learning | Mar 26, 2021 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| MedSelect: Selective Labeling for Medical Image Classification Combining Meta-Learning with Deep Reinforcement Learning | Mar 26, 2021 | Deep Reinforcement LearningGeneral Classification | CodeCode Available | 1 |
| Copolymer Informatics with Multi-Task Deep Neural Networks | Mar 25, 2021 | Meta-LearningMulti-Task Learning | CodeCode Available | 1 |
| MetaAlign: Coordinating Domain Alignment and Classification for Unsupervised Domain Adaptation | Mar 25, 2021 | ClassificationDomain Adaptation | CodeCode Available | 1 |
| MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition | Mar 23, 2021 | Data AugmentationImage Classification | CodeCode Available | 1 |
| Meta-DETR: Image-Level Few-Shot Object Detection with Inter-Class Correlation Exploitation | Mar 22, 2021 | Few-Shot Object DetectionMeta-Learning | CodeCode Available | 1 |
| MetaHDR: Model-Agnostic Meta-Learning for HDR Image Reconstruction | Mar 20, 2021 | Image ReconstructionMeta-Learning | CodeCode Available | 1 |
| MetaCorrection: Domain-aware Meta Loss Correction for Unsupervised Domain Adaptation in Semantic Segmentation | Mar 9, 2021 | Domain AdaptationMeta-Learning | CodeCode Available | 1 |
| SMIL: Multimodal Learning with Severely Missing Modality | Mar 9, 2021 | Meta-Learning | CodeCode Available | 1 |
| Joint Noise-Tolerant Learning and Meta Camera Shift Adaptation for Unsupervised Person Re-Identification | Mar 8, 2021 | ClusteringMeta-Learning | CodeCode Available | 1 |
| Adaptive-Control-Oriented Meta-Learning for Nonlinear Systems | Mar 7, 2021 | Meta-Learningregression | CodeCode Available | 1 |
| Meta-Curriculum Learning for Domain Adaptation in Neural Machine Translation | Mar 3, 2021 | Domain AdaptationLow Resource Neural Machine Translation | CodeCode Available | 1 |
| Task-Adaptive Neural Network Search with Meta-Contrastive Learning | Mar 2, 2021 | AutoMLContrastive Learning | CodeCode Available | 1 |
| Self-supervised Auxiliary Learning for Graph Neural Networks via Meta-Learning | Mar 1, 2021 | Auxiliary LearningGraph Neural Network | CodeCode Available | 1 |
| Universal-Prototype Enhancing for Few-Shot Object Detection | Mar 1, 2021 | Few-Shot Object DetectionMeta-Learning | CodeCode Available | 1 |
| Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning | Mar 1, 2021 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 |
| Task-adaptive Neural Process for User Cold-Start Recommendation | Feb 26, 2021 | Meta-LearningRecommendation Systems | CodeCode Available | 1 |
| MetaDelta: A Meta-Learning System for Few-shot Image Classification | Feb 22, 2021 | ClassificationDecoder | CodeCode Available | 1 |
| Few-shot Network Anomaly Detection via Cross-network Meta-learning | Feb 22, 2021 | Anomaly DetectionFew-Shot Learning | CodeCode Available | 1 |
| On Fast Adversarial Robustness Adaptation in Model-Agnostic Meta-Learning | Feb 20, 2021 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 |
| Meta-Learning Dynamics Forecasting Using Task Inference | Feb 20, 2021 | Meta-Learning | CodeCode Available | 1 |
| Few-Shot Graph Learning for Molecular Property Prediction | Feb 16, 2021 | AttributeDrug Discovery | CodeCode Available | 1 |
| A General Descent Aggregation Framework for Gradient-based Bi-level Optimization | Feb 16, 2021 | Meta-Learning | CodeCode Available | 1 |
| Exploiting Shared Representations for Personalized Federated Learning | Feb 14, 2021 | Federated LearningMeta-Learning | CodeCode Available | 1 |
| Transfer learning based few-shot classification using optimal transport mapping from preprocessed latent space of backbone neural network | Feb 9, 2021 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 |
| Meta Discovery: Learning to Discover Novel Classes given Very Limited Data | Feb 8, 2021 | ClusteringMeta-Learning | CodeCode Available | 1 |
| Federated Reconstruction: Partially Local Federated Learning | Feb 5, 2021 | Collaborative FilteringFederated Learning | CodeCode Available | 1 |
| Alchemy: A benchmark and analysis toolkit for meta-reinforcement learning agents | Feb 4, 2021 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 1 |
| Generalising via Meta-Examples for Continual Learning in the Wild | Jan 28, 2021 | Continual LearningFew-Shot Learning | CodeCode Available | 1 |
| Multilingual and cross-lingual document classification: A meta-learning approach | Jan 27, 2021 | Cross-Lingual Document ClassificationDocument Classification | CodeCode Available | 1 |
| Efficient Graph Deep Learning in TensorFlow with tf_geometric | Jan 27, 2021 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| Meta Adversarial Training against Universal Patches | Jan 27, 2021 | Autonomous Drivingimage-classification | CodeCode Available | 1 |
| Few-Shot Semantic Parsing for New Predicates | Jan 26, 2021 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Nonparametric Estimation of Heterogeneous Treatment Effects: From Theory to Learning Algorithms | Jan 26, 2021 | counterfactualMeta-Learning | CodeCode Available | 1 |
| Few-shot Action Recognition with Prototype-centered Attentive Learning | Jan 20, 2021 | Action RecognitionContrastive Learning | CodeCode Available | 1 |
| Few Shot Dialogue State Tracking using Meta-learning | Jan 17, 2021 | ChatbotDialogue State Tracking | CodeCode Available | 1 |
| The Gaussian Neural Process | Jan 10, 2021 | Meta-LearningTranslation | CodeCode Available | 1 |
| Evolving Reinforcement Learning Algorithms | Jan 8, 2021 | Atari GamesMeta-Learning | CodeCode Available | 1 |
| Shallow Bayesian Meta Learning for Real-World Few-Shot Recognition | Jan 8, 2021 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 1 |
| Few-Shot Learning with Class Imbalance | Jan 7, 2021 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Curriculum-Meta Learning for Order-Robust Continual Relation Extraction | Jan 6, 2021 | Continual Relation ExtractionMeta-Learning | CodeCode Available | 1 |
| MetaVIM: Meta Variationally Intrinsic Motivated Reinforcement Learning for Decentralized Traffic Signal Control | Jan 4, 2021 | Deep Reinforcement LearningMeta-Learning | CodeCode Available | 1 |
| Few-shot Image Classification: Just Use a Library of Pre-trained Feature Extractors and a Simple Classifier | Jan 3, 2021 | ClassificationCross-Domain Few-Shot | CodeCode Available | 1 |
| IEPT: Instance-Level and Episode-Level Pretext Tasks for Few-Shot Learning | Jan 1, 2021 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Meta-GMVAE: Mixture of Gaussian VAE for Unsupervised Meta-Learning | Jan 1, 2021 | Meta-LearningUnsupervised Few-Shot Image Classification | CodeCode Available | 1 |
