In this work, we present the Text Conditioned Auxiliary Classifier Generative Adversarial Network, (TAC-GAN) a text to image Generative Adversarial Network (GAN) for synthesizing images from their text descriptions. Former approaches have tried to condition the generative process on the textual data; but allying it to the usage of class information, known to diversify the generated samples and ...

We propose testing for business cycle first-moment asymmetries in Markov-switching autoregressive (MS-AR) models. We derive the parametric restrictions on MS-AR models that rule out types of asymmetries such as deepness, steepness, and sharpness, and set out a testing procedure based on Wald statistics which have standard asymptotics. For a two-regime model, such as that popularised by Hamilton...

a quantitative analysis method for fudosteine in human serum by high-performance liquid chromatography-electrospray ionization tandem mass spectrometry (hplc-esi/ms/ms) was established, which shows high sensitivity and selectivity. the mobile phase composition was 75% 20 mm acetic acid and 25% acetonitril, which was pumped at a flow rate of 0.40 ml/min. the overall chromatographic run time was ...

INTRODUCTORY NOTES In the original manuscript of the catalogue of Webster's library (Chetham MS. A.6.47), the works have been arranged according to subject and book-size with appropriate section headings. In the transcription that follows, I have attempted to preserve the original layout ofthe catalogue (and by implication, the library itself), but have altered the system ofnumeration in order ...

Are you a nurse leader or professional development practitioner in a health care facility? This article provides recommendations to promote quality and safety education with a focus on systems thinking awareness among direct care nurses. A key point is error prevention, which requires a shared effort among all nurses. J Contin Educ Nurs. 2017;48(7):295-297.