| Constrained Few-shot Class-incremental Learning | Mar 30, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Defining Benchmarks for Continual Few-Shot Learning | Apr 15, 2020 | continual few-shot learningContinual Learning | CodeCode Available | 1 | 5 |
| Continual Few-Shot Learning for Text Classification | Nov 1, 2021 | Classificationcontinual few-shot learning | CodeCode Available | 0 | 5 |
| Beyond Simple Meta-Learning: Multi-Purpose Models for Multi-Domain, Active and Continual Few-Shot Learning | Jan 13, 2022 | Active Learningcontinual few-shot learning | CodeCode Available | 0 | 5 |
| Expanding continual few-shot learning benchmarks to include recognition of specific instances | Aug 26, 2022 | continual few-shot learningContinual Learning | CodeCode Available | 0 | 5 |
| ACIL: Analytic Class-Incremental Learning with Absolute Memorization and Privacy Protection | May 30, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Neural Stored-program Memory | May 25, 2019 | continual few-shot learningFew-Shot Learning | CodeCode Available | 0 | 5 |
| SPeCiaL: Self-Supervised Pretraining for Continual Learning | Jun 16, 2021 | continual few-shot learningContinual Learning | —Unverified | 0 | 0 |
| Continual HyperTransformer: A Meta-Learner for Continual Few-Shot Learning | Jan 11, 2023 | class-incremental learningClass Incremental Learning | —Unverified | 0 | 0 |
| Continual Few-Shot Learning with Adversarial Class Storage | Jul 10, 2022 | continual few-shot learningFew-Shot Learning | —Unverified | 0 | 0 |
| Sketch-Plan-Generalize: Learning and Planning with Neuro-Symbolic Programmatic Representations for Inductive Spatial Concepts | Apr 11, 2024 | Code Generationcontinual few-shot learning | —Unverified | 0 | 0 |
