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Few-Shot Learning

2558 directly classified papers

Papers per year

Papers

Domain Adaptive Few-Shot Open-Set Learning ICCV 2023
LoGoPrompt: Synthetic Text Images Can Be Good Visual Prompts for Vision-Language Models ICCV 2023
Few-Shot Dataset Distillation via Translative Pre-Training ICCV 2023
Few-Shot Physically-Aware Articulated Mesh Generation via Hierarchical Deformation ICCV 2023
Prototypes-oriented Transductive Few-shot Learning with Conditional Transport ICCV 2023
Black Box Few-Shot Adaptation for Vision-Language Models ICCV 2023
SemEval-2023 Task 1: Visual Word Sense Disambiguation SEMEVAL 2023
RAPL: A Relation-Aware Prototype Learning Approach for Few-Shot Document-Level Relation Extraction EMNLP 2023
Enhancing Low-resource Fine-grained Named Entity Recognition by Leveraging Coarse-grained Datasets EMNLP 2023
Cultural Concept Adaptation on Multimodal Reasoning EMNLP 2023
Low-Resource Compositional Semantic Parsing with Concept Pretraining EACL 2023
Representative Demonstration Selection for In-Context Learning with Two-Stage Determinantal Point Process EMNLP 2023
Anchoring Fine-tuning of Sentence Transformer with Semantic Label Information for Efficient Truly Few-shot Classification EMNLP 2023
JASMINE: Arabic GPT Models for Few-Shot Learning EMNLP 2023
On the Relation between Sensitivity and Accuracy in In-Context Learning EMNLP 2023
Self-supervised Meta-Prompt Learning with Meta-Gradient Regularization for Few-shot Generalization EMNLP 2023
PaLM: Scaling Language Modeling with Pathways JMLR 2023
Atlas: Few-shot Learning with Retrieval Augmented Language Models JMLR 2023
Pipeline Enabling Zero-shot Classification for Bangla Handwritten Grapheme EMNLP 2023
Team CentreBack at BLP-2023 Task 1: Analyzing performance of different machine-learning based methods for detecting violence-inciting texts in Bangla EMNLP 2023
NutriAI: AI-Powered Child Malnutrition Assessment in Low-Resource Environments IJCAI 2023
Genetic Prompt Search via Exploiting Language Model Probabilities IJCAI 2023
Transductive Learning for Textual Few-Shot Classification in API-based Embedding Models EMNLP 2023
Diversity-enhancing Generative Network for Few-shot Hypothesis Adaptation ICML 2023
Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models ICCV 2023