vision-language model
The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification
Additionally, a learnable component of the language prompts is trained using the available few-shot labeled data.
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- Information Technology > Sensing and Signal Processing > Image Processing (1.00)
- Information Technology > Artificial Intelligence > Vision (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (1.00)
- Information Technology > Artificial Intelligence > Natural Language > Large Language Model (0.71)
SwapPrompt: Test-Time Prompt Adaptation for Vision-Language Models
SwapPrompt employs a dual prompts paradigm, i.e., an online prompt and a target prompt
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- Information Technology > Sensing and Signal Processing > Image Processing (1.00)
- Information Technology > Artificial Intelligence > Vision (1.00)
- Information Technology > Artificial Intelligence > Natural Language (1.00)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.46)
S-CLIP: Semi-supervised Vision-Language Learning using Few Specialist Captions Sangwoo Mo1,2 Minkyu Kim 1,3 Kyungmin Lee 1 Jinwoo Shin
Several studies have attempted to reduce the number of image-text pairs used for vision-language pre-training.
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- Asia > China > Guangxi Province > Nanning (0.05)
- Europe > Romania > Sud - Muntenia Development Region > Giurgiu County > Giurgiu (0.04)
- Asia > China > Shaanxi Province > Xi'an (0.04)
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A Limitation, future work, and societal impact 452 A.1 Limitation and future work
The image pairs are mined from existing datasets.
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- North America > United States > Maryland (0.04)
- North America > United States > Louisiana (0.04)
- Europe > Netherlands > North Holland > Amsterdam (0.04)
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- Information Technology (0.46)
- Social Sector (0.41)
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- Information Technology > Artificial Intelligence > Representation & Reasoning (0.94)
- Information Technology > Artificial Intelligence > Vision (0.72)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.49)
- Information Technology > Artificial Intelligence > Natural Language > Large Language Model (0.48)
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- Europe > Switzerland > Zürich > Zürich (0.14)
- North America > United States > Maryland > Baltimore (0.04)
- Europe > Netherlands > North Holland > Amsterdam (0.04)
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- Research Report (0.67)
- Workflow (0.46)
- Overview (0.46)
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- Information Technology > Artificial Intelligence > Representation & Reasoning (1.00)
- Information Technology > Artificial Intelligence > Vision (0.96)
- Information Technology > Artificial Intelligence > Natural Language > Large Language Model (0.71)
- Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (0.49)