| Procedural generation of meta-reinforcement learning tasks | Feb 11, 2023 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 1 | 5 |
| A Closer Look at Few-Shot Video Classification: A New Baseline and Benchmark | Oct 24, 2021 | ClassificationMeta-Learning | CodeCode Available | 1 | 5 |
| A Large Scale Search Dataset for Unbiased Learning to Rank | Jul 7, 2022 | Causal DiscoveryLanguage Modelling | CodeCode Available | 1 | 5 |
| FewSAR: A Few-shot SAR Image Classification Benchmark | Jun 16, 2023 | ClassificationFew-Shot Learning | CodeCode Available | 1 | 5 |
| Federated Reconstruction: Partially Local Federated Learning | Feb 5, 2021 | Collaborative FilteringFederated Learning | CodeCode Available | 1 | 5 |
| Learning a Formula of Interpretability to Learn Interpretable Formulas | Apr 23, 2020 | Meta-Learningregression | CodeCode Available | 1 | 5 |
| Alchemy: A benchmark and analysis toolkit for meta-reinforcement learning agents | Feb 4, 2021 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 1 | 5 |
| Attentional-Biased Stochastic Gradient Descent | Dec 13, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Learning Graph Meta Embeddings for Cold-Start Ads in Click-Through Rate Prediction | May 19, 2021 | Click-Through Rate PredictionMeta-Learning | CodeCode Available | 1 | 5 |
| Learning Meta Face Recognition in Unseen Domains | Mar 17, 2020 | Face RecognitionMeta-Learning | CodeCode Available | 1 | 5 |
| Few-shot Action Recognition with Prototype-centered Attentive Learning | Jan 20, 2021 | Action RecognitionContrastive Learning | CodeCode Available | 1 | 5 |
| Attention Guided Cosine Margin For Overcoming Class-Imbalance in Few-Shot Road Object Detection | Nov 12, 2021 | Few-Shot Object DetectionMeta-Learning | CodeCode Available | 1 | 5 |
| A Broader Study of Cross-Domain Few-Shot Learning | Dec 16, 2019 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 1 | 5 |
| Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels | Oct 11, 2019 | Bayesian InferenceDomain Adaptation | CodeCode Available | 1 | 5 |
| Attentive Weights Generation for Few Shot Learning via Information Maximization | Jun 1, 2020 | ClassificationFew-Shot Image Classification | CodeCode Available | 1 | 5 |
| Learning Symbolic Model-Agnostic Loss Functions via Meta-Learning | Sep 19, 2022 | Meta-Learning | CodeCode Available | 1 | 5 |
| Delving Deep Into Many-to-Many Attention for Few-Shot Video Object Segmentation | Jun 19, 2021 | Meta-LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
| Dense Relation Distillation with Context-aware Aggregation for Few-Shot Object Detection | Mar 30, 2021 | Few-Shot Object DetectionMeta-Learning | CodeCode Available | 1 | 5 |
| Learning to Compare: Relation Network for Few-Shot Learning | Nov 16, 2017 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 | 5 |
| Learning to Continually Learn | Feb 21, 2020 | Continual LearningLifelong learning | CodeCode Available | 1 | 5 |
| Adaptive FSS: A Novel Few-Shot Segmentation Framework via Prototype Enhancement | Dec 25, 2023 | Meta-Learning | CodeCode Available | 1 | 5 |
| Depth Guided Adaptive Meta-Fusion Network for Few-shot Video Recognition | Oct 20, 2020 | Action RecognitionFew Shot Action Recognition | CodeCode Available | 1 | 5 |
| Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction | Jun 11, 2020 | graph constructionKnowledge Graph Completion | CodeCode Available | 1 | 5 |
| Learning to Filter: Siamese Relation Network for Robust Tracking | Apr 2, 2021 | Meta-LearningRelation | CodeCode Available | 1 | 5 |
| Automating Outlier Detection via Meta-Learning | Sep 22, 2020 | Anomaly DetectionAutoML | CodeCode Available | 1 | 5 |
