| Temporal Transductive Inference for Few-Shot Video Object Segmentation | Mar 27, 2022 | Meta-LearningObject | CodeCode Available | 0 |
| Recent Few-Shot Object Detection Algorithms: A Survey with Performance Comparison | Mar 27, 2022 | ArticlesFew-Shot Object Detection | —Unverified | 0 |
| Learn to Adapt for Monocular Depth Estimation | Mar 26, 2022 | Depth EstimationDomain Adaptation | —Unverified | 0 |
| CAD: Co-Adapting Discriminative Features for Improved Few-Shot Classification | Mar 25, 2022 | Meta-Learning | —Unverified | 0 |
| Learning to Adapt to Unseen Abnormal Activities under Weak Supervision | Mar 25, 2022 | Anomaly DetectionMeta-Learning | CodeCode Available | 1 |
| Cross-Domain Few-Shot Semantic Segmentation | Mar 24, 2022 | Cross-Domain Few-ShotFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Predicting Multi-Antenna Frequency-Selective Channels via Meta-Learned Linear Filters based on Long-Short Term Channel Decomposition | Mar 23, 2022 | Meta-LearningPrediction | CodeCode Available | 1 |
| Pre-training to Match for Unified Low-shot Relation Extraction | Mar 23, 2022 | Meta-LearningRelation | CodeCode Available | 1 |
| Multidimensional Belief Quantification for Label-Efficient Meta-Learning | Mar 23, 2022 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 0 |
| Domain-Generalized Textured Surface Anomaly Detection | Mar 23, 2022 | Anomaly DetectionDomain Generalization | —Unverified | 0 |
| Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation | Mar 22, 2022 | MemorizationMeta-Learning | —Unverified | 0 |
| Meta-X_NLG: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and Generation | Mar 19, 2022 | Abstractive Text SummarizationCross-Lingual Transfer | CodeCode Available | 0 |
| Towards Robust Semantic Segmentation of Accident Scenes via Multi-Source Mixed Sampling and Meta-Learning | Mar 19, 2022 | Autonomous VehiclesDecoder | CodeCode Available | 0 |
| Meta-Learning for Online Update of Recommender Systems | Mar 19, 2022 | Meta-LearningRecommendation Systems | CodeCode Available | 0 |
| Negative Inner-Loop Learning Rates Learn Universal Features | Mar 18, 2022 | Meta-Learning | —Unverified | 0 |
| Meta-Reinforcement Learning for the Tuning of PI Controllers: An Offline Approach | Mar 17, 2022 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| Global Convergence of MAML and Theory-Inspired Neural Architecture Search for Few-Shot Learning | Mar 17, 2022 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Meta-Learning of NAS for Few-shot Learning in Medical Image Applications | Mar 16, 2022 | AutoMLFew-Shot Learning | —Unverified | 0 |
| Practical Conditional Neural Processes Via Tractable Dependent Predictions | Mar 16, 2022 | Decision MakingMeta-Learning | —Unverified | 0 |
| Learning What Not to Segment: A New Perspective on Few-Shot Segmentation | Mar 15, 2022 | Few-Shot Semantic SegmentationMeta-Learning | CodeCode Available | 2 |
| Meta Ordinal Regression Forest for Medical Image Classification with Ordinal Labels | Mar 15, 2022 | Classificationfeature selection | —Unverified | 0 |
| Deep Transfer Learning with Graph Neural Network for Sensor-Based Human Activity Recognition | Mar 14, 2022 | Activity RecognitionFew-Shot Learning | —Unverified | 0 |
| MetAug: Contrastive Learning via Meta Feature Augmentation | Mar 10, 2022 | Contrastive LearningInformativeness | CodeCode Available | 1 |
| SuperCone: Unified User Segmentation over Heterogeneous Experts via Concept Meta-learning | Mar 9, 2022 | Meta-Learning | —Unverified | 0 |
| What Matters For Meta-Learning Vision Regression Tasks? | Mar 9, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
