711 research outputs found

    Differential effects on natural killer cell production by membrane‐bound cytokine stimulations

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    Context-Aware Transformer for 3D Point Cloud Automatic Annotation

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    3D automatic annotation has received increased attention since manually annotating 3D point clouds is laborious. However, existing methods are usually complicated, e.g., pipelined training for 3D foreground/background segmentation, cylindrical object proposals, and point completion. Furthermore, they often overlook the inter-object feature relation that is particularly informative to hard samples for 3D annotation. To this end, we propose a simple yet effective end-to-end Context-Aware Transformer (CAT) as an automated 3D-box labeler to generate precise 3D box annotations from 2D boxes, trained with a small number of human annotations. We adopt the general encoder-decoder architecture, where the CAT encoder consists of an intra-object encoder (local) and an inter-object encoder (global), performing self-attention along the sequence and batch dimensions, respectively. The former models intra-object interactions among points, and the latter extracts feature relations among different objects, thus boosting scene-level understanding. Via local and global encoders, CAT can generate high-quality 3D box annotations with a streamlined workflow, allowing it to outperform existing state-of-the-art by up to 1.79% 3D AP on the hard task of the KITTI test set

    Cloning of neuraminidase (NA) gene and identification of its antiviral activity

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    Neuraminidase not only works as an antigen, inducing target-specific antibodies, but also plays a role of  enzyme activity and destroys the sialic acid receptor required by virus infection of the host cell surface which  protects the host from virus damage. In order to explore a new idea to use neuraminidase (NA) gene and  produce disease-resistant transgenic poultry, prokaryotic expression vector pGEX-NA was constructed to  make NA polyclone antibody. Eukaryotic expression vector pcDNA3.0-NA and pcDNA3.0/EGFP-NA was  constructed to reveal its subcelluar location by immunofluorescence and enhanced green fluorescent fusion  protein (EGFP). Chicken embryonic fibroblast (CEF) cells were transfected with pcDNA3.0-NA and selected by  G418 for two weeks, the transfected cells were challenged by Newcastle disease virus (NDV), the morphology of CEF cells were observed to detect the antiviral ability of NA gene. CEF cells were incubated by the cell  lysates extracted from the NIH 3T3 cells, which were transfected with pcDNA3.0-NA. The results show that  pGEX-NA could express NA protein in vitro and NA polyclone antibody worked very well; immunofluorescence and EGFP fusion protein revealed that NA protein located at the cytoplasm near the membrane; NDV-CEF  inhibition experiment showed the NA protein could resist and delayed CEF cells from NDV infection.Key words: Neuraminidase (NA), newcastle disease virus (NDV), antiviral activity, chicken embryonic fibroblast (CEF)

    An Improved Anisotropic Vector Preisach Hysteresis Model Taking Account of Rotating Magnetic Fields

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    Correction: Pyridine N-oxide promoted hydrosilylation of carbonyl compounds catalyzed by [PSiP]-pincer iron hydrides

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    Correction for ‘Pyridine N-oxide promoted hydrosilylation of carbonyl compounds catalyzed by [PSiP]-pincer iron hydrides’ by Guoliang Chang et al., Dalton Trans., 2020, 49, 9349–9354, DOI: 10.1039/D0DT00392
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