• We propose a novel resistance loss to alleviate model overfitting framework robustly train CNNs on noisy labels It integrates CNNs’ memorization effect, curriculum learning with resis-tance Noisy composed of correct and corrupted ones are pervasive in practice. They might significantly deteriorate the performance convolutional neural networks (CNNs), because easily overfitted labels. To addre...

Training (source) domain bias affects state-of-the-art object detectors, such as Faster R-CNN, when applied to new (target) domains. To alleviate this problem, researchers proposed various adaptation methods improve detection results in the cross-domain setting, e.g. by translating images with ground-truth labels from source target using Cycle-GAN. On top of combining Cycle-GAN transformations ...

The anterior cingulate cortex (ACC) is located within the dorsomedial prefrontal (PFC), and processes facilitates goal-directed behaviors relating to emotion, reward, motor control. However, it unclear how ACC neurons dynamically encode motivated behavior during locomotion. In this study, we examined information for locomotion behavioral outcomes temporally represented by individual ensembles o...

OBJECTIVE The goal of this research was to study whether a fast-paced television show immediately influences preschool-aged children's executive function (eg, self-regulation, working memory). METHODS Sixty 4-year-olds were randomly assigned to watch a fast-paced television cartoon or an educational cartoon or draw for 9 minutes. They were then given 4 tasks tapping executive function, includ...

background: the effect of coping strategies on modification of competitive anxiety and self-confidence is controversial. the purpose of this study was investigation of the role of coping strategies on competitive anxiety and self-confidence in individual and group athletes. methods: 700 group and individual athletes were selected from five counties of kermanshah province, western iran, applying...

This study examined the effect of mood on predictive sentence processing by older adults. A self-paced reading task was implemented among a group younger adults and to measure their performance in online processing. Half sentences were highly predictable, whereas other half lowly predictable. Music used induce positive or negative mood. Results show that condition, predictable processed more ef...