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Attribute-guided prototype network for few-shot molecular property prediction

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0 Published in 2024 at "Briefings in Bioinformatics"

DOI: 10.1093/bib/bbae394

Abstract: Abstract The molecular property prediction (MPP) plays a crucial role in the drug discovery process, providing valuable insights for molecule evaluation and screening. Although deep learning has achieved numerous advances in this area, its success… read more here.

Keywords: attribute guided; property; property prediction; guided prototype ... See more keywords

Attribute-Guided Alignment Model for Person Re-Identification With Feature Distillation and Enhancement

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0 Published in 2025 at "IEEE Access"

DOI: 10.1109/access.2025.3561201

Abstract: This paper proposes an attribute-guided alignment model for person re-identification with feature distillation and enhancement. The proposed attribute-guided part-level distillation model learns spatial body-part information, enabling the alignment of attribute features with their corresponding body… read more here.

Keywords: person; person identification; attribute guided; distillation ... See more keywords

MSAGNet: Multi-Stream Attribute-Guided Network for Occluded Pedestrian Detection

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1 Published in 2022 at "IEEE Signal Processing Letters"

DOI: 10.1109/lsp.2022.3215920

Abstract: Pedestrian detection plays an indispensable role in human-centric applications. Although having enjoyed the merits of generic object detectors based on deep learning frameworks, pedestrian detection is still a persistent crucial task since the pedestrians often… read more here.

Keywords: pedestrian detection; stream attribute; detection; multi stream ... See more keywords

MGIMM: Multi-Granularity Instruction Multimodal Model for Attribute-Guided Remote Sensing Image Detailed Description

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0 Published in 2024 at "IEEE Transactions on Geoscience and Remote Sensing"

DOI: 10.1109/tgrs.2024.3497976

Abstract: Generating detailed textual descriptions of remote sensing images is challenging because it requires capturing both global and local visual information. The complexity of backgrounds and the scale variations among targets make it difficult to align… read more here.

Keywords: attribute guided; attribute; remote sensing; multimodal model ... See more keywords

Attribute-Guided Cross-Modal Interaction and Enhancement for Audio-Visual Matching

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0 Published in 2024 at "IEEE Transactions on Information Forensics and Security"

DOI: 10.1109/tifs.2024.3388949

Abstract: Audio-visual matching is an essential task that measures the correlation between audio clips and visual images. However, current methods rely solely on the joint embedding of global features from audio clips and face image pairs… read more here.

Keywords: interaction; attribute guided; cross modal; attribute ... See more keywords