| MetAug: Contrastive Learning via Meta Feature Augmentation | Mar 10, 2022 | Contrastive LearningInformativeness | CodeCode Available | 1 |
| What Matters For Meta-Learning Vision Regression Tasks? | Mar 9, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| FS-COCO: Towards Understanding of Freehand Sketches of Common Objects in Context | Mar 4, 2022 | DecoderImage Captioning | CodeCode Available | 1 |
| Contrastive Meta Learning with Behavior Multiplicity for Recommendation | Feb 17, 2022 | Contrastive LearningMeta-Learning | CodeCode Available | 1 |
| Learning to Generalize across Domains on Single Test Samples | Feb 16, 2022 | Bayesian InferenceDomain Adaptation | CodeCode Available | 1 |
| 2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data Sets | Feb 14, 2022 | EEGElectroencephalogram (EEG) | CodeCode Available | 1 |
| L2B: Learning to Bootstrap Robust Models for Combating Label Noise | Feb 9, 2022 | Image ClassificationImage Segmentation | CodeCode Available | 1 |
| MetaKG: Meta-learning on Knowledge Graph for Cold-start Recommendation | Feb 8, 2022 | Meta-Learning | CodeCode Available | 1 |
| Bilevel Optimization with a Lower-level Contraction: Optimal Sample Complexity without Warm-start | Feb 7, 2022 | Bilevel OptimizationData Poisoning | CodeCode Available | 1 |
| Auto-Lambda: Disentangling Dynamic Task Relationships | Feb 7, 2022 | Auxiliary LearningMeta-Learning | CodeCode Available | 1 |
| TIML: Task-Informed Meta-Learning for Agriculture | Feb 4, 2022 | DiversityMeta-Learning | CodeCode Available | 1 |
| Consolidated learning -- a domain-specific model-free optimization strategy with examples for XGBoost and MIMIC-IV | Jan 27, 2022 | Meta-Learning | CodeCode Available | 1 |
| OmniPrint: A Configurable Printed Character Synthesizer | Jan 17, 2022 | Meta-Learning | CodeCode Available | 1 |
| Graph Representation Learning for Multi-Task Settings: a Meta-Learning Approach | Jan 10, 2022 | Graph Representation LearningMeta-Learning | CodeCode Available | 1 |
| Learning To Learn and Remember Super Long Multi-Domain Task Sequence | Jan 1, 2022 | Meta-Learning | CodeCode Available | 1 |
| Recursive Least-Squares Estimator-Aided Online Learning for Visual Tracking | Dec 28, 2021 | Continual LearningFew-Shot Learning | CodeCode Available | 1 |
| N-Omniglot, a large-scale neuromorphic dataset for spatio-temporal sparse few-shot learning | Dec 25, 2021 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Graph Few-shot Class-incremental Learning | Dec 23, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Meta Propagation Networks for Graph Few-shot Semi-supervised Learning | Dec 18, 2021 | Graph LearningMeta-Learning | CodeCode Available | 1 |
| Query Adaptive Few-Shot Object Detection with Heterogeneous Graph Convolutional Networks | Dec 17, 2021 | Few-Shot Object DetectionMeta-Learning | CodeCode Available | 1 |
| A Structured Dictionary Perspective on Implicit Neural Representations | Dec 3, 2021 | Dictionary LearningInductive Bias | CodeCode Available | 1 |
| AirDet: Few-Shot Detection without Fine-tuning for Autonomous Exploration | Dec 3, 2021 | Few-Shot Object DetectionMeta-Learning | CodeCode Available | 1 |
| Distilling Meta Knowledge on Heterogeneous Graph for Illicit Drug Trafficker Detection on Social Media | Dec 1, 2021 | Knowledge DistillationMarketing | CodeCode Available | 1 |
| Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning | Dec 1, 2021 | Meta-LearningNeural Architecture Search | CodeCode Available | 1 |
| Camera Distortion-aware 3D Human Pose Estimation in Video with Optimization-based Meta-Learning | Nov 30, 2021 | 3D Human Pose EstimationCamera Calibration | CodeCode Available | 1 |
