Generation of Fundus Fluorescein Angiography Videos for Health Care Data Sharing.
Sign Up to like & getrecommendations! Published in 2025 at "JAMA ophthalmology"
DOI: 10.1001/jamaophthalmol.2025.1419
Abstract: Importance Medical data sharing faces strict restrictions. Text-to-video generation shows potential for creating realistic medical data while preserving privacy, offering a solution for cross-center data sharing and medical education. Objective To develop and evaluate a… read more here.
Keywords: data sharing; score; model; text video ... See more keywords
Cosmetic injection techniques: a text and video guide to neurotoxins and fillers
Sign Up to like & getrecommendations! Published in 2020 at "Orbit"
DOI: 10.1080/01676830.2020.1827339
Abstract: This is the second edition of Cosmetic Injection Techniques, which is a practical, illustrated handbook focused on neurotoxins and facial fillers. It is a comprehensive, 210-page book that is equal... read more here.
Keywords: video guide; text video; injection techniques; cosmetic injection ... See more keywords
Reading-Strategy Inspired Visual Representation Learning for Text-to-Video Retrieval
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2022.3150959
Abstract: This paper aims for the task of text-to-video retrieval, where given a query in the form of a natural-language sentence, it is asked to retrieve videos which are semantically relevant to the given query, from… read more here.
Keywords: branch; representation learning; video retrieval; video ... See more keywords
Ump: Unified Modality-Aware Prompt Tuning for Text-Video Retrieval
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2024.3429192
Abstract: Prompt tuning, an emerging parameter-efficient strategy, leverages the powerful knowledge of large-scale pre-trained image-text models (e.g., CLIP) to swiftly adapt to downstream tasks. Despite its effectiveness, adapting prompt tuning to text-video retrieval encounters two limitations:… read more here.
Keywords: prompt tuning; modality aware; video; text video ... See more keywords
Text-Video Knowledge Guided Prompting for Weakly Supervised Temporal Action Localization
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2024.3521125
Abstract: Weakly supervised temporal action localization (WTAL) aims to localize action instances with only video-level labels for supervision. Recent methods convert category labels to natural language through prompting and utilize pre-trained vision-language models to generate text… read more here.
Keywords: video; weakly supervised; language; text video ... See more keywords
SHE-Net: Syntax-Hierarchy-Enhanced Text-Video Retrieval
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Circuits and Systems for Video Technology"
DOI: 10.1109/tcsvt.2025.3543840
Abstract: The user base of short video apps has experienced unprecedented growth in recent years, resulting in a significant demand for video content analysis. In particular, text-video retrieval, which aims to find the top matching videos… read more here.
Keywords: video; syntax hierarchy; syntax; text video ... See more keywords
Enhancing Text-Video Retrieval Performance With Low-Salient but Discriminative Objects
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2025.3527369
Abstract: Text-video retrieval aims to establish a matching relationship between a video and its corresponding text. However, previous works have primarily focused on salient video subjects, such as humans or animals, often overlooking Low-Salient but Discriminative… read more here.
Keywords: video; salient discriminative; low salient; text video ... See more keywords
Development of three vignette types of selected constitutive antinomies of social work: a study of the development and comparison of text, video and VR vignettes
Sign Up to like & getrecommendations! Published in 2025 at "Frontiers in Education"
DOI: 10.3389/feduc.2025.1585137
Abstract: In social work, constitutive antinomies represent permanent tensions in practice that can only be addressed reflexively in teaching. In order to convey these, a direct transfer from theory to practice is necessary, which is presented,… read more here.
Keywords: video; social work; video vignettes; text ... See more keywords