| Improving Few-shot Generalization of Safety Classifiers via Data Augmented Parameter-Efficient Fine-Tuning | Oct 25, 2023 | Data AugmentationFew-Shot Learning | —Unverified | 0 |
| Better Generalized Few-Shot Learning Even Without Base Data | Nov 29, 2022 | Few-Shot LearningGeneralized Few-Shot Learning | CodeCode Available | 1 |
| Impossible Triangle: What's Next for Pre-trained Language Models? | Apr 13, 2022 | Data AugmentationFew-Shot Learning | —Unverified | 0 |
| Exploring the Limits of Natural Language Inference Based Setup for Few-Shot Intent Detection | Dec 14, 2021 | Few-Shot LearningGeneralized Few-Shot Learning | CodeCode Available | 0 |
| Dynamic Semantic Matching and Aggregation Network for Few-shot Intent Detection | Oct 6, 2020 | Few-Shot LearningGeneralized Few-Shot Learning | CodeCode Available | 0 |
| Generalized Few-Shot Video Classification with Video Retrieval and Feature Generation | Jul 9, 2020 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 |
| From Generalized zero-shot learning to long-tail with class descriptors | Apr 5, 2020 | Few-Shot LearningGeneralized Few-Shot Learning | CodeCode Available | 1 |
| Relational Generalized Few-Shot Learning | Jul 22, 2019 | Few-Shot LearningGeneralized Few-Shot Learning | —Unverified | 0 |
| Learning Adaptive Classifiers Synthesis for Generalized Few-Shot Learning | Jun 7, 2019 | Few-Shot LearningGeneralized Few-Shot Learning | CodeCode Available | 0 |
| Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders | Jun 1, 2019 | Few-Shot LearningGeneralized Few-Shot Learning | CodeCode Available | 0 |
