Transductive Zero-Shot Classification
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Benchmarks
EuroSAT
결과 2개
AID
결과 1개
CIFAR-10
결과 1개
CIFAR-100
결과 1개
CUB-200-2011
결과 1개
Caltech-101
결과 1개
DTD
결과 1개
FGVC-Aircraft
결과 1개
Flowers-102
결과 1개
Food-101
결과 1개
ImageNet
결과 1개
MLRSNet
결과 1개
OPTIMAL31
결과 1개
Oxford-IIIT Pets
결과 1개
PatternNet
결과 1개
RESISC45
결과 1개
RSC11
결과 1개
RSICB128
결과 1개
RSICB256
결과 1개
SUN397
결과 1개
Stanford Cars
결과 1개
UCF101
결과 1개
WHURS19
결과 1개
Most implemented
Enhancing Remote Sensing Vision-Language Models for Zero-Shot Scene Classification
2024-09-01 · 구현 1개
SSP: Self-Supervised Prompting for Cross-Lingual Transfer to Low-Resource Languages using Large Language Models
2024-06-27 · 구현 1개
Label Propagation for Zero-shot Classification with Vision-Language Models
2024-04-05 · 구현 1개
Papers
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 ClassificationTransductive Zero-Shot Classificationzero-shot-classificationZero-Shot LearningSSP: 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 TransferIn-Context LearningTransductive Zero-Shot ClassificationLabel 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…
ClassificationImage ClassificationMulti-label zero-shot learningTransductive Learning+3