| Memory Efficient Meta-Learning with Large Images | Jul 2, 2021 | Few-Shot Image ClassificationGPU | CodeCode Available | 1 |
| Few-Shot Learning with a Strong Teacher | Jul 1, 2021 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| How to Train Your MAML to Excel in Few-Shot Classification | Jun 30, 2021 | ClassificationMeta-Learning | CodeCode Available | 1 |
| Relational VAE: A Continuous Latent Variable Model for Graph Structured Data | Jun 30, 2021 | Meta-LearningRelational Reasoning | CodeCode Available | 1 |
| MAML is a Noisy Contrastive Learner in Classification | Jun 29, 2021 | ClassificationFew-Shot Learning | CodeCode Available | 1 |
| Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation | Jun 24, 2021 | DisentanglementImage Segmentation | CodeCode Available | 1 |
| Mutual-Information Based Few-Shot Classification | Jun 23, 2021 | BenchmarkingClassification | CodeCode Available | 1 |
| MetaAvatar: Learning Animatable Clothed Human Models from Few Depth Images | Jun 22, 2021 | Meta-Learning | CodeCode Available | 1 |
| Transfer Bayesian Meta-learning via Weighted Free Energy Minimization | Jun 20, 2021 | Gaussian ProcessesMeta-Learning | 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 |
| EvoGrad: Efficient Gradient-Based Meta-Learning and Hyperparameter Optimization | Jun 19, 2021 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 1 |
| On Contrastive Representations of Stochastic Processes | Jun 18, 2021 | Meta-LearningTime Series | CodeCode Available | 1 |
| Meta-Calibration: Learning of Model Calibration Using Differentiable Expected Calibration Error | Jun 17, 2021 | Meta-Learning | CodeCode Available | 1 |
| HELP: Hardware-Adaptive Efficient Latency Prediction for NAS via Meta-Learning | Jun 16, 2021 | Meta-LearningNeural Architecture Search | CodeCode Available | 1 |
| Transductive Few-Shot Learning: Clustering is All You Need? | Jun 16, 2021 | AllClustering | 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 |
| Dynamic Distillation Network for Cross-Domain Few-Shot Recognition with Unlabeled Data | Jun 14, 2021 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 1 |
| Automated Machine Learning Techniques for Data Streams | Jun 14, 2021 | AutoMLBIG-bench Machine Learning | CodeCode Available | 1 |
| Provably Faster Algorithms for Bilevel Optimization | Jun 8, 2021 | Bilevel OptimizationHyperparameter Optimization | CodeCode Available | 1 |
| Meta-Learning to Compositionally Generalize | Jun 8, 2021 | Meta-LearningOut-of-Distribution Generalization | CodeCode Available | 1 |
| BERT Learns to Teach: Knowledge Distillation with Meta Learning | Jun 8, 2021 | Knowledge DistillationMeta-Learning | CodeCode Available | 1 |
| Self-Supervision & Meta-Learning for One-Shot Unsupervised Cross-Domain Detection | Jun 7, 2021 | Domain AdaptationMeta-Learning | CodeCode Available | 1 |
| Light Field Networks: Neural Scene Representations with Single-Evaluation Rendering | Jun 4, 2021 | Meta-LearningScene Understanding | CodeCode Available | 1 |
| Write like you: Synthesizing your cursive online Chinese handwriting via metric-based meta learning | Jun 4, 2021 | DecoderMeta-Learning | CodeCode Available | 1 |
| Meta-Learning with Fewer Tasks through Task Interpolation | Jun 4, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
