Papers Transductive Zero-Shot Classification

“Transductive Zero-Shot Classification” 태그가 달린 논문 3편 · 필터 해제

Enhancing Remote Sensing Vision-Language Models for Zero-Shot Scene Classification

2024-09-01 · Karim El Khoury, Maxime Zanella, Benoît Gérin, Tiffanie Godelaine 외

Vision-Language Models for remote sensing have shown promising uses thanks to their extensive pretraining. However, their conventional usage in zero-shot scene classification methods still involves dividing large images …

Scene Classification Transductive Zero-Shot Classification zero-shot-classification Zero-Shot Learning

SSP: Self-Supervised Prompting for Cross-Lingual Transfer to Low-Resource Languages using Large Language Models

2024-06-27 · Vipul Rathore, Aniruddha Deb, Ankish Chandresh, Parag Singla 외

Recently, very large language models (LLMs) have shown exceptional performance on several English NLP tasks with just in-context learning (ICL), but their utility in other languages is still underexplored. We investigate…

Cross-Lingual Transfer In-Context Learning Transductive Zero-Shot Classification

Label Propagation for Zero-shot Classification with Vision-Language Models

2024-04-05 · CVPR 2024 1 · Vladan Stojnić, Yannis Kalantidis, Giorgos Tolias

Vision-Language Models (VLMs) have demonstrated impressive performance on zero-shot classification, i.e. classification when provided merely with a list of class names. In this paper, we tackle the case of zero-shot clas…

Classification Image Classification Multi-label zero-shot learning Transductive Learning+3