Few-Shot Learning

CDFSL-V: Cross-Domain Few-Shot Learning for Videos ICCV 2023 CellTranspose: Few-Shot Domain Adaptation for Cellular Instance Segmentation WACV 2023 CF-Font: Content Fusion for Few-Shot Font Generation CVPR 2023 Chain of Thought Prompting Elicits Knowledge Augmentation ACL 2023 CHEF in the Language Kitchen: A Generative Data Augmentation Leveraging Korean Morpheme Ingredients EMNLP 2023 Chinese Text Recognition with A Pre-Trained CLIP-Like Model Through Image-IDS Aligning ICCV 2023 Class-Aware Patch Embedding Adaptation for Few-Shot Image Classification ICCV 2023 Clustered-patch Element Connection for Few-shot Learning IJCAI 2023 Coarse-to-fine Few-shot Learning for Named Entity Recognition ACL 2023 Code4Struct: Code Generation for Few-Shot Event Structure Prediction ACL 2023 CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors ACL 2023 Cold-Start Data Selection for Better Few-shot Language Model Fine-tuning: A Prompt-based Uncertainty Propagation Approach ACL 2023 Complex Reasoning in Natural Language ACL 2023 Compositional Prototypical Networks for Few-Shot Classification AAAI 2023 Conceptual Reinforcement Learning for Language-Conditioned Tasks AAAI 2023 Consistent Prototype Learning for Few-Shot Continual Relation Extraction ACL 2023 Context-enriched molecule representations improve few-shot drug discovery ICLR 2023 Continual Dialogue State Tracking via Example-Guided Question Answering EMNLP 2023 Contrastive Knowledge-Augmented Meta-Learning for Few-Shot Classification WACV 2023 Contrastive Meta-Learning for Partially Observable Few-Shot Learning ICLR 2023 Contrastive Token-Wise Meta-Learning for Unseen Performer Visual Temporal-Aligned Translation ACL 2023 CORE: A Few-Shot Company Relation Classification Dataset for Robust Domain Adaptation. EMNLP 2023 CORL: Compositional Representation Learning for Few-Shot Classification WACV 2023 CoTDet: Affordance Knowledge Prompting for Task Driven Object Detection ICCV 2023 Coupling Large Language Models with Logic Programming for Robust and General Reasoning from Text ACL 2023