Considering the application to font generation, the generated font should have the same style for all characters. In this paper, we propose a font generation method based on GANs, which is named GlyphGAN. In GlyphGAN, the input vector for the generator network consists of two vectors: ...
Citation Excerpt : By Multitask Learning one can predict the outcome for two different tasks utilizing a single data encoding network. Multimodal Learning is mostly seen in biology, pathology and radiology domains, where multiple imaging and non-imaging source (e.g. MRI, CT, molecular and clinica...
The proposals to use DataLake style data management models places demands on the networking, data federation and data caching infrastructure. Additionally, the increased use of accelerated hardware solutions can improve the performance of processing, but it also increases the challenges of data management...
Figure 12 below shows the result of asking the generator to create galaxies of a given class. The G(z,0) generates good barred spirals, G(z,1) are excellent elliptical galaxies and G(z,2) are spirals. Figure 12. Results from asgan-new. Generator G with random noise vector Z and cla...
5102 Accesses 18 Citations 9 Altmetric Metrics details Abstract Most whole slide imaging (WSI) systems today rely on the “stop-and-stare” approach, where, at each field of view, the scanning stage is brought to a complete stop before the camera snaps a picture. This procedure ensures that...
Fig. 10: Growth in interest in using “deep learning for phase recovery” overtime is depicted by the number of publications and citations on Web of Science. The used search code is “TS = ((“phase recovery” OR “phase retrieval” OR “phase imaging” OR “holography” OR “phase...
which are implemented as conditional modules integrated into a generator. We introduce a novel spatially and temporally normalized luminance map to represent the structure and illumination of the hair. Such a representation can largely ease the burden of the generator to synthesize temporally coherent vi...
The impact of diet and lifestyle on cardiovascular health. The future of gene therapy in treating inherited disorders. The use of robotics in surgical procedures. The role of gut microbiota in human health. The effects of chronic stress on the immune system. ...
The purpose of this study is to analyze the problems that arise in using Mendeley as a reference management and citation generator for academic articles. It applied a Qualitative Approach by involving lecturers, teachers and students as the participants in a workshop. It adopted observation and int...
While there were dissenting voices on this forum, this does not imply that there was really any uncertainty about the paper's validity. Paraphrasing what somebody else said, just because the author used lots of big words and wrote in something of an academic style should not mislead us into ...