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MEduKG: A Deep-Learning-Based Approach for Multi-Modal Educational Knowledge Graph Construction
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In: Information; Volume 13; Issue 2; Pages: 91 (2022)
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Study on the Correlation between Morphology and Distribution of Common Psoriasis Lesions
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In: Comput Math Methods Med (2022)
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CRIS: CLIP-Driven Referring Image Segmentation ...
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Abstract:
Referring image segmentation aims to segment a referent via a natural linguistic expression.Due to the distinct data properties between text and image, it is challenging for a network to well align text and pixel-level features. Existing approaches use pretrained models to facilitate learning, yet separately transfer the language/vision knowledge from pretrained models, ignoring the multi-modal corresponding information. Inspired by the recent advance in Contrastive Language-Image Pretraining (CLIP), in this paper, we propose an end-to-end CLIP-Driven Referring Image Segmentation framework (CRIS). To transfer the multi-modal knowledge effectively, CRIS resorts to vision-language decoding and contrastive learning for achieving the text-to-pixel alignment. More specifically, we design a vision-language decoder to propagate fine-grained semantic information from textual representations to each pixel-level activation, which promotes consistency between the two modalities. In addition, we present text-to-pixel ... : 10 pages, 5 figures, Accepted by CVPR2022 ...
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Keyword:
Computer Vision and Pattern Recognition cs.CV; FOS Computer and information sciences
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URL: https://dx.doi.org/10.48550/arxiv.2111.15174 https://arxiv.org/abs/2111.15174
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Lexical tone perception in Mandarin Chinese speakers with aphasia
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Translation and adaptation of the EORTC QLQ-LC 29 for use in Chinese patients with lung cancer
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In: J Patient Rep Outcomes (2021)
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Measurement of single-diffractive dijet production in proton-proton collisions at $\sqrt{s} =$ 8 TeV with the CMS and TOTEM experiments
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In: Eur.Phys.J.C ; https://hal.archives-ouvertes.fr/hal-02507664 ; Eur.Phys.J.C, 2020, 80 (12), pp.1164. ⟨10.1140/epjc/s10052-020-08562-y⟩ (2020)
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Measurement of the top quark mass with lepton+jets final states using $\mathrm {p}$ $\mathrm {p}$ collisions at $\sqrt{s}=13\,\text {TeV} $
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In: http://infoscience.epfl.ch/record/275278 (2020)
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Additional file 1: of Impact of an innovative financing and payment model on tuberculosis patientsâ financial burden: is tuberculosis care more affordable for the poor? ...
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Additional file 1: of Impact of an innovative financing and payment model on tuberculosis patientsâ financial burden: is tuberculosis care more affordable for the poor? ...
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Additional file 1: of Impact of an innovative tuberculosis financing and payment model on health service utilization by tuberculosis patients in China: do the poor fare better than the rich? ...
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Additional file 1: of Impact of an innovative tuberculosis financing and payment model on health service utilization by tuberculosis patients in China: do the poor fare better than the rich? ...
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Needs and rights awareness of stroke survivors and caregivers in urban and rural China: a cross-sectional, multiple-centre questionnaire survey
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Needs and rights awareness of stroke survivors and caregivers in urban and rural China: a cross-sectional, multiple-centre questionnaire survey
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Measurement of prompt and nonprompt charmonium suppression in $\text {PbPb}$ collisions at 5.02 $\,\text {Te}\text {V}$
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In: Eur.Phys.J.C ; https://hal.archives-ouvertes.fr/hal-01833739 ; Eur.Phys.J.C, 2018, 78 (6), pp.509. ⟨10.1140/epjc/s10052-018-5950-6⟩ (2018)
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Acoustic Analysis of Intonation in Persons with Parkinson's Disease Receiving Transcranial Magnetic Stimulation and Intensive Voice Therapy
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Li, Qiang. - : University of Louisiana at Lafayette, 2018
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Measurement of prompt and nonprompt charmonium suppression in $\text {PbPb}$ collisions at 5.02 $\,\text {Te}\text {V}$
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Combating QR-Code-Based Compromised Accounts in Mobile Social Networks
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Additional file 1: of The impact of the new cooperative medical scheme on financial burden of tuberculosis patients: evidence from six counties in China ...
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Additional file 1: of Factors that determine catastrophic expenditure for tuberculosis care: a patient survey in China ...
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Additional file 1: of Factors that determine catastrophic expenditure for tuberculosis care: a patient survey in China ...
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