Sentence examples for based on a weakly from inspiring English sources
This paper presents an in-field automatic wheat disease diagnosis system based on a weakly supervised deep learning framework, i.e. deep multiple instance learning, which achieves an integration of identification for wheat diseases and localization for disease areas with only image-level annotation for training images in wild conditions.
Thus, a disagreement between two trees that is based on a weakly supported topological feature may be of no interest, and it is often preferable to collapse the corresponding feature into a multifurcating node.
Our approach is different, as it is based on a careful selection of weakly unimodal maps.
Based on a shallow roadway with weakly cemented soft strata in western China, this paper studies the range and degree of plastic zones in soft strata roadways with weak cementation.
A theoretical interpretation used was based on a thermodynamic approach developed for weakly charged gels.
The second challenge to existing literature, that Elabela (in this context) acts a chemoattractant rather than a motogen, is also supported only weakly, being based on a single supplementary figure panel showing one (or possibly two) green angioblasts in an ectopic dorsal position near to the ectopic Elabela-expressing (red) cells.
Tran et al. [8] obtained the asymptotic normality of g n (x) assuming that the errors form a linear time series, more precisely, a weakly stationary linear process based on a martingale difference sequence.
It is based on a potential formulation for acoustic radiation on weakly non-uniform subsonic mean flows.
To assess the impact of reef-flat excavation pits on wave transformation, a numerical study is carried out based on one-dimensional weakly dispersive, highly nonlinear Boussinesq equations.
In the backend, YouTube's sound captioning system is based on a Deep Neural Network model the team trained on a set of weakly labeled data.
