Results 101 to 110 of about 57,147 (259)
Inference via sparse coding in a hierarchical vision model. [PDF]
J Vis, 2022 Bowren J, Sanchez-Giraldo L, Schwartz O.
europepmc +1 more source
Advanced Robotics Research, EarlyView.This review maps the methods to monitor robots’ health by fusing vibration, sound, control signals, vision, force, and oil information with artificial intelligence. It identifies deep learning, transfer learning, digital twins, and physics‐informed models as key methodological pathways enabling earlier diagnosis, safer human–robot collaboration, and ...
Yuting Qiao +6 more
wiley +1 more source
Remote sensing image super-resolution using multi-scale convolutional sparse coding network. [PDF]
PLoS One, 2022 Cheng R, Wang H, Luo P.
europepmc +1 more source
On the Sparseness of Certain MRD Codes
CoRR, 2019 We determine the proportion of $[3\times 3;3]$-MRD codes over ${\mathbb F}_q$ within the space of all $3$-dimensional $3\times3$-rank-metric codes over the same field. This shows that for these parameters MRD codes are sparse in the sense that the proportion tends to $0$ as $q\rightarrow\infty$.
openaire +2 more sources
Deep Contrastive Learning for High‐Throughput Prediction of Drug Resistance Mutations from Sequences
Advanced Science, EarlyView.This study presents DeepMutDTA, a deep learning framework aimed at predicting mutation‐induced changes in protein‐drug interactions and prioritizing variants potentially linked to drug resistance. Trained on large‐scale data, it incorporates SimSiam‐MuTF, a label‐aware contrastive fine‐tuning strategy that encourages separation between WT and MT ...
Xiaowen Hu +7 more
wiley +1 more source
Set Prediction for Outpatient Diagnosis Coding with Sparse Mahalanobis Conformal Scoring
Big Data and Cognitive ComputingDiagnosis coding is a large-scale multi-label task in which each clinical encounter may require one or more coding labels from a large label space.
Kamonrat Tangudomkit +2 more
doaj +1 more source
Improved Prediction of Amyloid-β and Tau Burden Using Hippocampal Surface Multivariate Morphometry Statistics and Sparse Coding. [PDF]
J Alzheimers Dis, 2023 Wu J +10 more
europepmc +1 more source
Advanced Science, EarlyView.A multimodal intravital imaging platform enables longitudinal tracking of human cortical organoids transplanted into chronic stroke lesions. By combining surgical microscopy, MRI, bioluminescence imaging, and two‐photon fluorescence microscopy, the platform captures graft placement, viability dynamics, and cellular‐scale morphology in vivo, offering a ...
Jinghui Wang +12 more
wiley +1 more source
Super-Resolution and Feature Extraction for Ocean Bathymetric Maps Using Sparse Coding. [PDF]
Sensors (Basel), 2022 Yutani T +10 more
europepmc +1 more source
Machine Learning for Green Solvents: Assessment, Selection and Substitution
Advanced Science, EarlyView.Environmental regulations have intensified demand for green solvents, but discovery is limited by Solvent Selection Guides (SSGs) that quantify solvent sustainability. Training a machine learning model on GlaxoSmithKline SSG, a database of sustainability metrics for 10,189 solvents, GreenSolventDB is developed. Integrated with Hansen solubility metrics,
Rohan Datta +4 more
wiley +1 more source