few-shot learning

Mitigating Catastrophic Forgetting for Few-Shot Spoken Word Classification Through Meta-Learning Interspeech 2023 Mitigating the Effect of Incidental Correlations on Part-based Learning NeurIPS 2023 MixPAVE: Mix-Prompt Tuning for Few-shot Product Attribute Value Extraction ACL 2023 MMG-Ego4D: Multimodal Generalization in Egocentric Action Recognition CVPR 2023 Mobile Robot Manipulation Using Pure Object Detection WACV 2023 Model ensemble instead of prompt fusion: a sample-specific knowledge transfer method for few-shot prompt tuning ICLR 2023 MoLo: Motion-Augmented Long-Short Contrastive Learning for Few-Shot Action Recognition CVPR 2023 MORGAN: Meta-Learning-Based Few-Shot Open-Set Recognition via Generative Adversarial Network WACV 2023 mSCAN: A Dataset for Multilingual Compositional Generalisation Evaluation EMNLP 2023 MTCue: Learning Zero-Shot Control of Extra-Textual Attributes by Leveraging Unstructured Context in Neural Machine Translation ACL 2023 Multi-Document Summarization with Centroid-Based Pretraining ACL 2023 Multi-Head Adapter Routing for Cross-Task Generalization NeurIPS 2023 Multi-Label Few-Shot ICD Coding as Autoregressive Generation with Prompt AAAI 2023 Multi-lingual and Multi-cultural Figurative Language Understanding ACL 2023 Multi-Mask Label Mapping for Prompt-Based Learning AAAI 2023 Multimodality Helps Unimodality: Cross-Modal Few-Shot Learning With Multimodal Models CVPR 2023 Multimodal Prompt Learning for Product Title Generation with Extremely Limited Labels ACL 2023 Multi-Predict: Few Shot Predictors For Efficient Neural Architecture Search AutoML 2023 Multi-Stage Pre-training Enhanced by ChatGPT for Multi-Scenario Multi-Domain Dialogue Summarization EMNLP 2023 Multitask Pre-training of Modular Prompt for Chinese Few-Shot Learning ACL 2023 MultiTool-CoT: GPT-3 Can Use Multiple External Tools with Chain of Thought Prompting ACL 2023 Nano: Nested Human-in-the-Loop Reward Learning for Few-shot Language Model Control ACL 2023 Neighborhood-Regularized Self-Training for Learning with Few Labels AAAI 2023 Neural Transformation Fields for Arbitrary-Styled Font Generation CVPR 2023 Nexus at ArAIEval Shared Task: Fine-Tuning Arabic Language Models for Propaganda and Disinformation Detection EMNLP 2023