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   Articles with "deep multimodal" as a keyword



Enhanced Tg Prediction in Polyimide via PolySDA: A Novel Shallow-Deep Multimodal Fusion Framework.

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recommendations! Published in 2025 at "Macromolecular rapid communications"

DOI: 10.1002/marc.202500575

Abstract: Polyimide, as a specialized engineering material, is widely used in aerospace, electronic packaging, and high‐temperature coatings. Traditionally, determining the physical properties of polyimide (such as the glass transition temperature) involves expensive experimental equipment, leading to… read more here.

Keywords: shallow deep; framework; prediction; deep multimodal ... See more keywords

Deep multimodal embedding for video captioning

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recommendations! Published in 2019 at "Multimedia Tools and Applications"

DOI: 10.1007/s11042-019-08011-3

Abstract: Automatically generating natural language descriptions from videos, which is simply called video captioning, is very challenging work in computer vision. Thanks to the success of image captioning, in recent years, there has been rapid progress… read more here.

Keywords: video; multimodal embedding; embedding video; video captioning ... See more keywords

DM2S2: Deep Multimodal Sequence Sets With Hierarchical Modality Attention

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recommendations! Published in 2022 at "IEEE Access"

DOI: 10.1109/access.2022.3221812

Abstract: There is increasing interest in the use of multimodal data in various web applications, such as digital advertising and e-commerce. Typical methods for extracting important information from multimodal data rely on a mid-fusion architecture that… read more here.

Keywords: multimodal sequence; deep multimodal; sequence sets; multimodal ... See more keywords

Deep Multimodal Imitation Learning-Based Framework for Robot-Assisted Medical Examination

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recommendations! Published in 2025 at "IEEE Transactions on Industrial Electronics"

DOI: 10.1109/tie.2025.3589442

Abstract: Medical ultrasound examination is a challenging dexterous manipulation task for robots. Even for experienced sonographers, it involves real-time decision-making, motion control, and force regulation based on ultrasound images and patient feedback. In this article, we… read more here.

Keywords: examination; multimodal imitation; imitation learning; deep multimodal ... See more keywords

Deep multimodal biomechanical analysis for lower back pain rehabilitation to improve patients stability

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recommendations! Published in 2025 at "Frontiers in Bioengineering and Biotechnology"

DOI: 10.3389/fbioe.2025.1631910

Abstract: Introduction Advancements in artificial intelligence are transforming rehabilitation by enabling scalable, patient-centric solutions within modern healthcare systems. This study introduces 3D-PoseFormer, a deep multimodal framework designed for the telerehabilitation of individuals with lower back pain… read more here.

Keywords: rehabilitation; analysis; lower back; back pain ... See more keywords