CONVERGENCE AND OPTIMALITY ANALYSIS OF LOW-DIMENSIONAL GENERATIVE ADVERSARIAL NETWORKS USING ERROR FUNCTION INTEGRALS

Convergence and Optimality Analysis of Low-Dimensional Generative Adversarial Networks Using Error Function Integrals

Due to their success at synthesising highly Freezer Knob realistic images, many claims have been made about optimality and convergence in generative adversarial networks (GANs).But what of vanishing gradients, saturation, and other numerical problems noted by AI practitioners? Attempts to explain these phenomena have so far been based on purely emp

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Hemifacial microsomia: A case report

Hemifacial microsomia is a congenital malformation in which there is a deficiency in the amount of hard and soft tissue on one side of the face.It is primarily a Holders syndrome of the first branchial arch, involving underdevelopment of the temporomandibular joint, mandibular ramus, masticatory muscles and the ear.The affected ear may have an exte

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Pharmacokinetics of evocalcet in secondary hyperparathyroidism patients receiving hemodialysis: first-in-patient clinical trial in Japan

Takashi Shigematsu,1 Ryutaro Shimazaki,2 Masafumi Fukagawa,3 Tadao Akizawa4 On behalf of the Evocalcet Study Group 1Department of Nephrology, Wakayama Medical University, Wakayama, Japan; 2R&D Division, Kyowa Hakko Kirin Co., Ltd., Chiyoda-ku, Tokyo, Japan; Holders 3Department of Internal Medicine, Division of Nephrology, Endocrinology and Meta

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