| Exploring Task Difficulty for Few-Shot Relation Extraction | Sep 12, 2021 | Contrastive LearningMeta-Learning | CodeCode Available | 1 | 5 |
| BaMBNet: A Blur-aware Multi-branch Network for Defocus Deblurring | May 31, 2021 | DeblurringImage Defocus Deblurring | CodeCode Available | 1 | 5 |
| Meta Learning to Bridge Vision and Language Models for Multimodal Few-Shot Learning | Feb 28, 2023 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 | 5 |
| Generative Meta-Learning Robust Quality-Diversity Portfolio | Jul 15, 2023 | DiversityMeta-Learning | CodeCode Available | 1 | 5 |
| Meta-Learning to Compositionally Generalize | Jun 8, 2021 | Meta-LearningOut-of-Distribution Generalization | CodeCode Available | 1 | 5 |
| Adaptive Multi-Teacher Knowledge Distillation with Meta-Learning | Jun 11, 2023 | Knowledge DistillationMeta-Learning | CodeCode Available | 1 | 5 |
| Fast and Efficient Local Search for Genetic Programming Based Loss Function Learning | Mar 1, 2024 | Meta-Learning | CodeCode Available | 1 | 5 |
| Fast Context Adaptation via Meta-Learning | Oct 8, 2018 | General ClassificationMeta-Learning | CodeCode Available | 1 | 5 |
| Faster Meta Update Strategy for Noise-Robust Deep Learning | Apr 30, 2021 | Deep LearningImage Classification | CodeCode Available | 1 | 5 |
| Fast Online Adaptation in Robotics through Meta-Learning Embeddings of Simulated Priors | Mar 10, 2020 | Meta-LearningModel-based Reinforcement Learning | 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 |
| Meta-learning with an Adaptive Task Scheduler | Oct 26, 2021 | Drug DiscoveryMeta-Learning | CodeCode Available | 1 | 5 |
| Meta-Learning with Implicit Gradients | Sep 10, 2019 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 | 5 |
| Meta-Learning with Latent Embedding Optimization | Jul 16, 2018 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 | 5 |
| Bayesian Model-Agnostic Meta-Learning | Jun 11, 2018 | Active Learningimage-classification | CodeCode Available | 1 | 5 |
| Meta-Learning with Sparse Experience Replay for Lifelong Language Learning | Sep 10, 2020 | Continual LearningLifelong learning | CodeCode Available | 1 | 5 |
| Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks | Mar 31, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| MetaMask: Revisiting Dimensional Confounder for Self-Supervised Learning | Sep 16, 2022 | Contrastive LearningMeta-Learning | CodeCode Available | 1 | 5 |
| Few-shot Classification via Adaptive Attention | Aug 6, 2020 | ClassificationFew-Shot Learning | CodeCode Available | 1 | 5 |
| MetaNODE: Prototype Optimization as a Neural ODE for Few-Shot Learning | Mar 26, 2021 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 | 5 |
| Blind Super-Resolution via Meta-learning and Markov Chain Monte Carlo Simulation | Jun 13, 2024 | Blind Super-ResolutionImage Super-Resolution | CodeCode Available | 1 | 5 |
| Few-shot Image Classification: Just Use a Library of Pre-trained Feature Extractors and a Simple Classifier | Jan 3, 2021 | ClassificationCross-Domain Few-Shot | CodeCode Available | 1 | 5 |
| Few-Shot Graph Learning for Molecular Property Prediction | Feb 16, 2021 | AttributeDrug Discovery | CodeCode Available | 1 | 5 |
| FS-COCO: Towards Understanding of Freehand Sketches of Common Objects in Context | Mar 4, 2022 | DecoderImage Captioning | CodeCode Available | 1 | 5 |
