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Papers Sample Probing

“Sample Probing” 태그가 달린 논문 2편 · 필터 해제

Integrated Structural Prompt Learning for Vision-Language Models

2025-07-08 · Jiahui Wang, Qin Xu, Bo Jiang, Bin Luo

Prompt learning methods have significantly extended the transferability of pre-trained Vision-Language Models (VLMs) like CLIP for various downstream tasks. These methods adopt handcraft templates or learnable vectors to…

Domain GeneralizationPrompt LearningSample Probing

Closed-form Sample Probing for Learning Generative Models in Zero-shot Learning

2021-09-29 · ICLR 2022 4 · Samet Cetin, Orhun Buğra Baran, Ramazan Gokberk Cinbis

Generative model based approaches have led to significant advances in zero-shot learning (ZSL) over the past few-years. These approaches typically aim to learn a conditional generator that synthesizes training samples of…

FormGeneralized Zero-Shot LearningMeta-LearningSample Probing+1
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