| Rotom: A Meta-Learned Data Augmentation Framework for Entity Matching, Data Cleaning, Text Classification, and Beyond | Jun 1, 2021 | Data AugmentationEntity Resolution | CodeCode Available | 1 |
| BaMBNet: A Blur-aware Multi-branch Network for Defocus Deblurring | May 31, 2021 | DeblurringImage Defocus Deblurring | CodeCode Available | 1 |
| Meta-HAR: Federated Representation Learning for Human Activity Recognition | May 31, 2021 | Activity PredictionActivity Recognition | CodeCode Available | 1 |
| Learning to Expand Audience via Meta Hybrid Experts and Critics for Recommendation and Advertising | May 31, 2021 | MarketingMeta-Learning | CodeCode Available | 1 |
| Towards mental time travel: a hierarchical memory for reinforcement learning agents | May 28, 2021 | Meta-LearningNavigate | CodeCode Available | 1 |
| ProtAugment: Unsupervised diverse short-texts paraphrasing for intent detection meta-learning | May 27, 2021 | DiversityIntent Detection | CodeCode Available | 1 |
| MIASSR: An Approach for Medical Image Arbitrary Scale Super-Resolution | May 22, 2021 | Image Super-ResolutionMeta-Learning | CodeCode Available | 1 |
| Minimum-Delay Adaptation in Non-Stationary Reinforcement Learning via Online High-Confidence Change-Point Detection | May 20, 2021 | Change Point DetectionMeta-Learning | CodeCode Available | 1 |
| Bag of Tricks for Long-Tailed Visual Recognition with Deep Convolutional Neural Networks | May 19, 2021 | Data AugmentationMeta-Learning | CodeCode Available | 1 |
| Learning Graph Meta Embeddings for Cold-Start Ads in Click-Through Rate Prediction | May 19, 2021 | Click-Through Rate PredictionMeta-Learning | CodeCode Available | 1 |
| Multiple Meta-model Quantifying for Medical Visual Question Answering | May 19, 2021 | Medical Visual Question AnsweringMeta-Learning | CodeCode Available | 1 |
| AutoDebias: Learning to Debias for Recommendation | May 10, 2021 | ImputationMeta-Learning | CodeCode Available | 1 |
| Adv-Makeup: A New Imperceptible and Transferable Attack on Face Recognition | May 7, 2021 | Adversarial AttackFace Generation | CodeCode Available | 1 |
| Meta-Learning-Based Deep Reinforcement Learning for Multiobjective Optimization Problems | May 6, 2021 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| Faster Meta Update Strategy for Noise-Robust Deep Learning | Apr 30, 2021 | Deep LearningImage Classification | CodeCode Available | 1 |
| Cross-Domain Few-Shot Classification via Adversarial Task Augmentation | Apr 29, 2021 | ClassificationCross-Domain Few-Shot | CodeCode Available | 1 |
| Relational Learning with Gated and Attentive Neighbor Aggregator for Few-Shot Knowledge Graph Completion | Apr 27, 2021 | Few-Shot LearningKnowledge Graph Completion | CodeCode Available | 1 |
| X-METRA-ADA: Cross-lingual Meta-Transfer Learning Adaptation to Natural Language Understanding and Question Answering | Apr 20, 2021 | Cross-Lingual TransferMeta-Learning | CodeCode Available | 1 |
| Editing Factual Knowledge in Language Models | Apr 16, 2021 | Fact CheckingMeta-Learning | CodeCode Available | 1 |
| MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning | Apr 16, 2021 | Cross-Lingual TransferMeta-Learning | CodeCode Available | 1 |
| Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment | Apr 15, 2021 | Few-Shot LearningFew-Shot Object Detection | CodeCode Available | 1 |
| Generalizable No-Reference Image Quality Assessment via Deep Meta-learning | Apr 15, 2021 | Image Quality AssessmentMeta-Learning | CodeCode Available | 1 |
| Learning Normal Dynamics in Videos with Meta Prototype Network | Apr 14, 2021 | Anomaly DetectionMeta-Learning | CodeCode Available | 1 |
| How Sensitive are Meta-Learners to Dataset Imbalance? | Apr 12, 2021 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Direct Differentiable Augmentation Search | Apr 9, 2021 | AutoMLData Augmentation | CodeCode Available | 1 |
