this paper introduces a new method for accelerating current sluggish fem and improving memory demand in fem problems with high node resolution or bulky structures. like most of the numerical methods, fem results to a matrix equation which normally has huge dimension. breaking the main matrix equation into several smaller size matrices, the solving procedure can be accelerated. for implementing ...

a multi‑parameter quantification method was implemented to quantify retinal vascular injuries in microscopic images of clinically relevant eye diseases. this method was applied to wholemount retinal trypsin digest images of diabetic akita/+, and bcl‑2 knocked out mice models. five unique features of retinal vasculature were extracted to monitor early structural changes and retinopathy, as well ...

In this paper, we build a multi-style generative model for stylish image captioning which uses multi-modality features, ResNeXt and text features generated by DenseCap. We propose the 3M model, Multi-UPDOWN caption that encodes decodes them into captions. demonstrate effectiveness of our on generating human-like captions examining its performance two datasets, PERSONALITY-CAPTIONS dataset, Flic...