In deep learning, auxiliary modules for model training have become increasingly popular, such as Deep Mutual Learning (DML) and Multi-Scale Dense Convolutional Networks (MSDNet), which can maximize the performance of without increasing amount test computation. Nevertheless, current research does not fully exploit knowledge between different modules. This paper proposes a new technique–Siamese L...

a method is described by which it is possible to determine the high barrier to ring inversion and hindered rotation by neat racemization of optically active compounds when the racemization is caused by ring inversion or hindered rotation. the method is based preparation of sufficiently pure enantiomers, mainly by chromatography on swollen microcrystalline triacetylcellulose (tac). by this techn...

uterine inversion is shortly described as the indentation and depression of the fundic area extending downwards up to the different levels of the birth canal till vaginal opening. clinical diagnosis of uterine inversion is difficult due to its non-specific symptoms and physical examination. ultrasonography is the most practical modality for radiological evaluation, but it is inadequate to deter...

Auxiliary selection is paradoxical: categorical for some verb classes, indeterminate for others; inconsistent across languages; and misaligned with other diagnostics. After critiquing one solution to the paradox, the Auxiliary Selection Hierarchy (Sorace 2000), we propose an alternative: Parameterized Linking, which approaches the semantic underpinnings of the unaccusative/unergative distinctio...

Voltage-gated calcium channels (VGCCs) represent the sole mechanism to convert membrane depolarization into cellular functions like secretion, contraction, or gene regulation. VGCCs consist of a pore-forming α(1) subunit and several auxiliary channel subunits. These subunits come in multiple isoforms and splice-variants giving rise to a stunning molecular diversity of possible subunit combinati...

In this paper, I address the problem of auxiliary selection in Standard Italian and Southern Italo-Romance varieties. former, depends on argument structure, latter person feature subject. However, features arguments play a crucial role even languages where is structure- driven. Therefore, propose that result Agree both systems. Cross-linguistic variation due to single syntactic parameter (the o...

Soil classification systems are very useful for a simple and fast summarization of soil properties. These systems indicate the method for data summarization and facilitate connections among researchers, engineers, and other users. One of the practical systems for soil classification is Soil Taxonomy (ST). As determining  soil classes for an  entire area is expensive, time-consuming, and almost ...

The inverse problem of electrical impedance tomography (EIT) is nonlinear and severely ill-posed, resulting in low image quality, which explicitly involves the aspects structure preservation conductivity contrast differentiation. This article reports a kernel method-based multimodal EIT reconstruction approach to tackle this challenge. method performs image-level segmentation-free information f...

Model-based attacks can infer training data information from deep neural network models. These heavily depend on the attacker's knowledge of application domain, e.g., using it to determine auxiliary for model-inversion attacks. However, attackers may not know what model is used in practice. We propose a generative adversarial (GAN) based method explore likely or similar domains target -- domain...