| Fast Training of Neural Lumigraph Representations using Meta Learning | Jun 28, 2021 | Meta-LearningNeural Rendering | —Unverified | 0 |
| Generalized Zero-Shot Learning using Multimodal Variational Auto-Encoder with Semantic Concepts | Jun 26, 2021 | DecoderFew-Shot Learning | —Unverified | 0 |
| Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation | Jun 24, 2021 | DisentanglementImage Segmentation | CodeCode Available | 1 |
| Fairness in Cardiac MR Image Analysis: An Investigation of Bias Due to Data Imbalance in Deep Learning Based Segmentation | Jun 23, 2021 | FairnessMeta-Learning | —Unverified | 0 |
| Mutual-Information Based Few-Shot Classification | Jun 23, 2021 | BenchmarkingClassification | CodeCode Available | 1 |
| Long-term Cross Adversarial Training: A Robust Meta-learning Method for Few-shot Classification Tasks | Jun 22, 2021 | Adversarial RobustnessClassification | CodeCode Available | 0 |
| Multimodal Emergent Fake News Detection via Meta Neural Process Networks | Jun 22, 2021 | Fake News DetectionHard Attention | —Unverified | 0 |
| MetaAvatar: Learning Animatable Clothed Human Models from Few Depth Images | Jun 22, 2021 | Meta-Learning | CodeCode Available | 1 |
| BiAdam: Fast Adaptive Bilevel Optimization Methods | Jun 21, 2021 | Bilevel OptimizationMeta-Learning | —Unverified | 0 |
| Compositional federated learning: Applications in distributionally robust averaging and meta learning | Jun 21, 2021 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| Transfer Bayesian Meta-learning via Weighted Free Energy Minimization | Jun 20, 2021 | Gaussian ProcessesMeta-Learning | CodeCode Available | 1 |
| Multi-Pair Text Style Transfer on Unbalanced Data | Jun 20, 2021 | Meta-LearningSentence | —Unverified | 0 |
| Task Attended Meta-Learning for Few-Shot Learning | Jun 20, 2021 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| Delving Deep Into Many-to-Many Attention for Few-Shot Video Object Segmentation | Jun 19, 2021 | Meta-LearningSemantic Segmentation | CodeCode Available | 1 |
| Transformation Invariant Few-Shot Object Detection | Jun 19, 2021 | Few-Shot Object DetectionMeta-Learning | —Unverified | 0 |
| Person30K: A Dual-Meta Generalization Network for Person Re-Identification | Jun 19, 2021 | Domain GeneralizationMeta-Learning | —Unverified | 0 |
| EvoGrad: Efficient Gradient-Based Meta-Learning and Hyperparameter Optimization | Jun 19, 2021 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 1 |
| Attacking Few-Shot Classifiers with Adversarial Support Poisoning | Jun 18, 2021 | Meta-Learning | —Unverified | 0 |
| 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 |
| How Low Can We Go: Trading Memory for Error in Low-Precision Training | Jun 17, 2021 | Meta-Learning | CodeCode Available | 0 |
| MetaBalance: High-Performance Neural Networks for Class-Imbalanced Data | Jun 17, 2021 | Fraud Detectionimage-classification | —Unverified | 0 |
| Transductive Few-Shot Learning: Clustering is All You Need? | Jun 16, 2021 | AllClustering | CodeCode Available | 1 |
| HELP: Hardware-Adaptive Efficient Latency Prediction for NAS via Meta-Learning | Jun 16, 2021 | Meta-LearningNeural Architecture Search | CodeCode Available | 1 |
| SPeCiaL: Self-Supervised Pretraining for Continual Learning | Jun 16, 2021 | continual few-shot learningContinual Learning | —Unverified | 0 |
