Search Results - "Yang, Mingqiang"

Improvement of Generalization Ability of Deep CNN via Implicit Regularization in Two-Stage Training Process by Zheng, Qinghe, Yang, Mingqiang, Yang, Jiajie, Zhang, Qingrui, Zhang, Xinxin

“…Optimization of deep learning is no longer an imminent problem, due to various gradient descent methods and the improvements of network structure, including…”
Get full text

A Full Stage Data Augmentation Method in Deep Convolutional Neural Network for Natural Image Classification by Jiang, Nan, Tian, Xinyu, Yang, Mingqiang, Zheng, Qinghe, Wang, Deqiang

“…Nowadays, deep learning has achieved remarkable results in many computer vision related tasks, among which the support of big data is essential. In this paper,…”
Get full text

FOXO3a-driven miRNA signatures suppresses VEGF-A/NRP1 signaling and breast cancer metastasis by Song, Ying, Zeng, Shanshan, Zheng, Guopei, Chen, Danyang, Li, Pan, Yang, Mingqiang, Luo, Kai, Yin, Jiang, Gu, Yixue, Zhang, Zhijie, Jia, Xiaoting, Qiu, Ni, He, Zhimin, Li, Hongsheng, Liu, Hao

“…Metastasis remains the major obstacle to improved survival for breast cancer patients. Downregulation of FOXO3a transcription factor in breast cancer is…”
Get full text

PAC-Bayesian framework based drop-path method for 2D discriminative convolutional network pruning by Zheng, Qinghe, Tian, Xinyu, Yang, Mingqiang, Wu, Yulin, Su, Huake

“…Deep convolutional neural networks (CNNs) have demonstrated its extraordinary power on various visual tasks like object detection and classification. However,…”
Get full text

Novel Folded-PCA for improved feature extraction and data reduction with hyperspectral imaging and SAR in remote sensing by Zabalza, Jaime, Ren, Jinchang, Yang, Mingqiang, Zhang, Yi, Wang, Jun, Marshall, Stephen, Han, Junwei

“…As a widely used approach for feature extraction and data reduction, Principal Components Analysis (PCA) suffers from high computational cost, large memory…”
Get full text

β-Catenin-CCL2 feedback loop mediates crosstalk between cancer cells and macrophages that regulates breast cancer stem cells by Zhang, Fan, Li, Pan, Liu, Shuang, Yang, Mingqiang, Zeng, Shanshan, Deng, Junjian, Chen, Danyang, Yi, Yanmei, Liu, Hao

“…Breast cancer is the most frequently diagnosed cancer among women worldwide. Though advances in diagnosis and treatment have prolonged overall survival (OS)…”
Get full text

You watch once more: a more effective CNN architecture for video spatio-temporal action localization by Qin, Yefeng, Chen, Lei, Ben, Xianye, Yang, Mingqiang

“…The task of spatio-temporal action localization (STAL) needs to detect the action and position of individuals in the scene. Many works cannot model…”
Get full text

Tumor-associated macrophages promote epithelial–mesenchymal transition and the cancer stem cell properties in triple-negative breast cancer through CCL2/AKT/β-catenin signaling by Chen, Xiangzhou, Yang, Mingqiang, Yin, Jiang, Li, Pan, Zeng, Shanshan, Zheng, Guopei, He, Zhimin, Liu, Hao, Wang, Qian, Zhang, Fan, Chen, Danyang

“…Abstract Background Triple-negative breast cancer (TNBC) is a highly aggressive subtype of breast cancer with poor prognosis and limited treatment. As a major…”
Get full text

Detection of the Deep-Sea Plankton Community in Marine Ecosystem with Underwater Robotic Platform by Wang, Jiaxing, Yang, Mingqiang, Ding, Zhongjun, Zheng, Qinghe, Wang, Deqiang, Kpalma, Kidiyo, Ren, Jinchang

“…Variations in the quantity of plankton impact the entire marine ecosystem. It is of great significance to accurately assess the dynamic evolution of the…”
Get full text

CLMIP: cross-layer manifold invariance based pruning method of deep convolutional neural network for real-time road type recognition by Zheng, Qinghe, Tian, Xinyu, Yang, Mingqiang, Su, Huake

“…Recently, deep learning based models have demonstrated the superiority in a variety of visual tasks like object detection and instance segmentation. In…”
Get full text

Organic microstructure-induced hierarchically porous g-C3N4 photocatalyst by Dong, Jiaqi, Gong, Zhengqi, Chen, Yingzhi, Hao, Guodong, Zhou, Wenjie, Li, Jiaxin, Yang, Mingqiang, Deng, Rongsheng, Wang, Lu-Ning

“…It is necessary to construct hierarchically porous photocatalysts to ensure high light absorption and electrochemical kinetics in photocatalysis. Carbon…”
Get full text

Resource Allocation for UAV-RIS-Assisted NOMA-Based URLLC Systems by Wang, Zhengqiang, Huang, Kunhao, Zheng, Qinghe, Duo, Bin, Huo, Liuwei, Yang, Mingqiang

“…This work focuses on maximizing the sum rate of ultra-reliable low-latency communication (URLLC) systems by leveraging unmanned aerial vehicle-mounted…”
Get full text

A Real-Time Vehicle Speed Prediction Method Based on a Lightweight Informer Driven by Big Temporal Data by Tian, Xinyu, Zheng, Qinghe, Yu, Zhiguo, Yang, Mingqiang, Ding, Yao, Elhanashi, Abdussalam, Saponara, Sergio, Kpalma, Kidiyo

“…At present, the design of modern vehicles requires improving driving performance while meeting emission standards, leading to increasingly complex power…”
Get full text

Generic wavelet‐based image decomposition and reconstruction framework for multi‐modal data analysis in smart camera applications by Yijun Yan, Yiguang Liu, Mingqiang Yang, Huimin Zhao, Yanmei Chai, Jinchang Ren

“…Effective acquisition, analysis and reconstruction of multi‐modal data such as colour and multi‐/hyper‐spectral imagery is crucial in smart camera…”
Get full text

Integrative Analysis of DNA Methylation and Transcriptome Identifies a Predictive Epigenetic Signature Associated With Immune Infiltration in Gliomas by Zhang, Jianlei, Yin, Jiang, Luo, Liyun, Huang, Danqing, Zhai, Dongfeng, Wang, Ge, Xu, Ning, Yang, Mingqiang, Song, Ying, Zheng, Guopei, Zhang, Qiong

“…Glioma is the most common primary brain tumor with poor prognosis and high mortality. The purpose of this study was to use the epigenetic signature to predict…”
Get full text

FOXC1 Knockdown Reverses Gefitinib Resistance in Non-small Cell Lung Cancer by Peng, Cong, Li, Pan, Yang, Mingqiang, Chen, Danyang, Huang, Yuanfeng

“…Lung cancer is the malignant tumor with the highest incidence and mortality in China, among which non-small cell lung cancer (NSCLC) accounts for about 80%…”
Get full text

Iris recognition based on a novel multiresolution analysis framework by Mingyan Li, Mingyan Jiang, Min Han, Mingqiang Yang

“…In this paper, we proposed an efficient multiresolution decomposition framework for iris texture feature extraction, which has superior directionality and…”
Get full text

A triple-thresholds pavement crack detection method leveraging random structured forest by Peng, Cheng, Yang, Mingqiang, Zheng, Qinghe, Zhang, Jiong, Wang, Deqiang, Yan, Ruyu, Wang, Jiaxing, Li, Bangjun

“…[Display omitted] •A random structured forest is used to generate crack score map.•A triple-thresholds method is developed to detect crack from crack score…”
Get full text

Non-Orthogonal Random Access (NORA) in Large Cellular Networks by Liang, Yanan, Li, Xu, Yang, Mingqiang

“…Non-orthogonal random access (NORA) is promising to alleviate random access (RA) collision and increase RA throughout. However, the application of NORA in…”
Get full text

Application of complete ensemble empirical mode decomposition based multi-stream informer (CEEMD-MsI) in PM2.5 concentration long-term prediction by Zheng, Qinghe, Tian, Xinyu, Yu, Zhiguo, Jin, Bo, Jiang, Nan, Ding, Yao, Yang, Mingqiang, Elhanashi, Abdussalam, Saponara, Sergio, Kpalma, Kidiyo

“…Nowadays, air pollution has become one of the most serious environmental problems facing humanity and an inescapable obstacle limiting the sustainable…”
Get full text