A Multi-Modal Few-Shot Learning Framework for Foreign Object Segmentation in GIS Inspection. [PDF]
Liu J +5 more
europepmc +1 more source
SIRT6‐mediated ATF3 acetylation drives MGARP transcription and mitochondrial dysfunction in macrophages, promoting macrophage senescence and pulmonary fibrosis. Mechanistically, HSP70/Importin α competitively binds to ATF3, modulating its nuclear translocation.
Demin Cheng +18 more
wiley +1 more source
Lightweight Real-Time Navigation for Autonomous Driving Using TinyML and Few-Shot Learning. [PDF]
Ali W +4 more
europepmc +1 more source
SSR4, a TRAP component induced in B cells, governs BAFFR N‐glycosylation via DDOST to sustain NF‐κB signaling, B‐cell differentiation, and TLS maturation. Its loss impairs anti‐tumor immunity, while overexpression improves antibody glycosylation and ADCC, revealing a critical regulator for cancer immunotherapy.
Wei Zhao +15 more
wiley +1 more source
Human brains construct individualized global rankings from identical few-shot learning input. [PDF]
Liu D, Wang M, Luo H.
europepmc +1 more source
Xenogeneic Mitochondrial Transplantation Improves Selected Age‐Associated Phenotypes in Mice
Yak‐derived xenogeneic mitochondrial transplantation improves selected age‐associated phenotypes in mice, enhances mitochondrial functional readouts, and engages host mitochondrial quality‐control pathways. Broad tissue biodistribution, increased ATP production and mtDNA copy number, reduced ROS levels and dysfunctional mitochondria, improved motility ...
Wenpeng Li +5 more
wiley +1 more source
DA-BioNER: data augmentation based on few-shot learning and distant supervision for biomedical named entity recognition. [PDF]
Park Y, Son G, Kim T, Rho M.
europepmc +1 more source
Topology‐Aware Deep Learning on Higher‐Order Structures for Drug Response Prediction
We present TopDr, a topology‐aware deep learning framework that encodes both drugs and cell lines as multiscale simplicial complexes, capturing interactions at the 0‐, 1‐, and 2‐simplex levels. By jointly integrating local higher‐order neighborhoods and global topological structures, TopDr generates enriched representations for sensitivity prediction ...
Cong Shen +3 more
wiley +1 more source
Few-shot learning for highly accelerated 3D time-of-flight MRA reconstruction. [PDF]
Li H +4 more
europepmc +2 more sources
Few-shot learning for classification of SEM images from green-synthesized nanoparticles of Momordica cymbalaria. [PDF]
Venkatappa U +6 more
europepmc +1 more source

