| BOIL: Towards Representation Change for Few-shot Learning | Aug 20, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Difficulty-Net: Learning to Predict Difficulty for Long-Tailed Recognition | Sep 7, 2022 | Long-tail LearningMeta-Learning | CodeCode Available | 1 |
| DIP: Unsupervised Dense In-Context Post-training of Visual Representations | Jun 23, 2025 | GPUMeta-Learning | CodeCode Available | 1 |
| A Broader Study of Cross-Domain Few-Shot Learning | Dec 16, 2019 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 1 |
| Chameleon: A Data-Efficient Generalist for Dense Visual Prediction in the Wild | Apr 29, 2024 | Meta-Learning | CodeCode Available | 1 |
| Dynamic Distillation Network for Cross-Domain Few-Shot Recognition with Unlabeled Data | Jun 14, 2021 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 1 |
| Dynamic Relevance Learning for Few-Shot Object Detection | Aug 4, 2021 | Few-Shot Object DetectionMeta-Learning | CodeCode Available | 1 |
| Deep Random Projector: Accelerated Deep Image Prior | Jan 1, 2023 | DenoisingImage Denoising | CodeCode Available | 1 |
| EEG-Reptile: An Automatized Reptile-Based Meta-Learning Library for BCIs | Dec 27, 2024 | EEGFew-Shot Learning | CodeCode Available | 1 |
| Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning | Mar 9, 2020 | Few-Shot LearningGeneral Classification | CodeCode Available | 1 |
| Efficient Graph Deep Learning in TensorFlow with tf_geometric | Jan 27, 2021 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| End-to-End Fast Training of Communication Links Without a Channel Model via Online Meta-Learning | Mar 3, 2020 | DecoderMeta-Learning | CodeCode Available | 1 |
| On the Convergence Theory for Hessian-Free Bilevel Algorithms | Oct 13, 2021 | Bilevel OptimizationMeta-Learning | CodeCode Available | 1 |
| Evolving Reinforcement Learning Algorithms | Jan 8, 2021 | Atari GamesMeta-Learning | CodeCode Available | 1 |
| Expanding the Deployment Envelope of Behavior Prediction via Adaptive Meta-Learning | Sep 23, 2022 | Meta-LearningPrediction | CodeCode Available | 1 |
| Exploiting Shared Representations for Personalized Federated Learning | Feb 14, 2021 | Federated LearningMeta-Learning | CodeCode Available | 1 |
| Exploration in Approximate Hyper-State Space for Meta Reinforcement Learning | Oct 2, 2020 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 1 |
| Concept Learners for Few-Shot Learning | Jul 14, 2020 | Few-Shot LearningFine-Grained Image Classification | CodeCode Available | 1 |
| Fast and Efficient Local Search for Genetic Programming Based Loss Function Learning | Mar 1, 2024 | Meta-Learning | CodeCode Available | 1 |
| Fast Context Adaptation via Meta-Learning | Oct 8, 2018 | General ClassificationMeta-Learning | CodeCode Available | 1 |
| Faster Meta Update Strategy for Noise-Robust Deep Learning | Apr 30, 2021 | Deep LearningImage Classification | CodeCode Available | 1 |
| FewSAR: A Few-shot SAR Image Classification Benchmark | Jun 16, 2023 | ClassificationFew-Shot Learning | CodeCode Available | 1 |
| Few-shot Action Recognition with Prototype-centered Attentive Learning | Jan 20, 2021 | Action RecognitionContrastive Learning | CodeCode Available | 1 |
| Few-Shot Class-Incremental Learning by Sampling Multi-Phase Tasks | Mar 31, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels | Oct 11, 2019 | Bayesian InferenceDomain Adaptation | CodeCode Available | 1 |
