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   Articles with "prompt based" as a keyword



Prompt-based multimodal representation learning for drug repurposing

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recommendations! Published in 2025 at "Briefings in Bioinformatics"

DOI: 10.1093/bib/bbaf636

Abstract: Abstract Drug repurposing significantly reduces development costs and shortens research cycles, making it a critical strategy in drug discovery. An emerging class of drug repurposing approaches applies deep learning to structural data. However, these methods… read more here.

Keywords: drug repurposing; prompt based; representation learning; multimodal representation ... See more keywords

Plain Template Insertion: Korean-Prompt-Based Engineering for Few-Shot Learners

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recommendations! Published in 2022 at "IEEE Access"

DOI: 10.1109/access.2022.3213027

Abstract: Prompt-based learning is a method used for language models to interpret natural language by remembering the prior knowledge acquired and the training objective. Recent prompt-based few-shot learners have achieved superior performance by alleviating the catastrophic… read more here.

Keywords: korean prompt; prompt; language; prompt based ... See more keywords

PT-RE: Prompt-Based Multimodal Transformer for Road Network Extraction From Remote Sensing Images

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recommendations! Published in 2024 at "IEEE Sensors Journal"

DOI: 10.1109/jsen.2024.3428483

Abstract: Road network extraction from remote sensing images can provide precise map information for global positioning and planning. While existing transformer-based methods show promising performance in road network extraction, they suffer from misleading results of crossroad… read more here.

Keywords: prompt based; road; road network; network ... See more keywords

Prompt-Based Modality Alignment for Effective Multi-Modal Object Re-Identification

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recommendations! Published in 2025 at "IEEE Transactions on Image Processing"

DOI: 10.1109/tip.2025.3556531

Abstract: A critical challenge for multi-modal Object Re-Identification (ReID) is the effective aggregation of complementary information to mitigate illumination issues. State-of-the-art methods typically employ complex and highly-coupled architectures, which unavoidably result in heavy computational costs. Moreover,… read more here.

Keywords: modality; modal object; prompt based; modal ... See more keywords