Search Results - "Sun, Zeren"

Co-LDL: A Co-Training-Based Label Distribution Learning Method for Tackling Label Noise by Sun, Zeren, Liu, Huafeng, Wang, Qiong, Zhou, Tianfei, Wu, Qi, Tang, Zhenmin

“…Performances of deep neural networks are prone to be degraded by label noise due to their powerful capability in fitting training data. Deeming low-loss…”
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Apolipoprotein E knockout, but not cholesteryl ester transfer protein (CETP)-associated high-density lipoprotein cholesterol (HDL-C) lowering, exacerbates muscle wasting in dysferlin-null mice by Sun, Zeren, White, Zoe, Theret, Marine, Bernatchez, Pascal

“…Dysferlin-deficient limb-girdle muscular dystrophy type 2B (Dysf) mice are notorious for their mild phenotype. Raising plasma total cholesterol (CHOL) via…”
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Learning With Imbalanced Noisy Data by Preventing Bias in Sample Selection by Liu, Huafeng, Sheng, Mengmeng, Sun, Zeren, Yao, Yazhou, Hua, Xian-Sheng, Shen, Heng-Tao

“…Learning with noisy labels has gained increasing attention because the inevitable imperfect labels in real-world scenarios can substantially hurt the deep…”
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Attention Map Guided Transformer Pruning for Occluded Person Re-Identification on Edge Device by Mao, Junzhu, Yao, Yazhou, Sun, Zeren, Huang, Xingguo, Shen, Fumin, Shen, Heng-Tao

“…Due to its significant capability of modeling long-range dependencies, vision transformer (ViT) has achieved promising success in both holistic and occluded…”
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A new therapeutic effect of fenofibrate in Duchenne muscular dystrophy: The promotion of myostatin degradation by Sun, Zeren, Xu, Dengqiu, Zhao, Lei, Li, Xihua, Li, Sijia, Huang, Xiaofei, Li, Chunjie, Sun, Lixin, Liu, Bing, Jiang, Zhenzhou, Zhang, Luyong

“…Background and Purpose Duchenne muscular dystrophy (DMD) is a degenerative muscle disease with no effective drug treatment. This study investigated the…”
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Road segmentation with image-LiDAR data fusion in deep neural network by Liu, Huafeng, Yao, Yazhou, Sun, Zeren, Li, Xiangrui, Jia, Ke, Tang, Zhenming

“…Robust road segmentation is a key challenge in self-driving research. Though many image based methods have been studied and high performances in dataset…”
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Mitochondrial dysfunction and inhibition of myoblast differentiation in mice with high‐fat‐diet‐induced pre‐diabetes by Xu, Dengqiu, Jiang, Zhenzhou, Sun, Zeren, Wang, Lu, Zhao, Guolin, Hassan, Hozeifa M., Fan, Sisi, Zhou, Wang, Han, Shuangshuang, Zhang, Luyong, Wang, Tao

“…Pre‐diabetes is characterized by impaired glucose tolerance (IGT) and/or impaired fasting glucose. Impairment of skeletal muscle function is closely associated…”
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Boosting Robust Learning Via Leveraging Reusable Samples in Noisy Web Data by Sun, Zeren, Yao, Yazhou, Wei, Xiu-Shen, Shen, Fumin, Zhang, Jian, Hua, Xian-Sheng

“…Webly-supervised fine-grained visual classification (FGVC) has attracted increasing attention in recent years because of the unaffordable cost of obtaining…”
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Dyslipidemia in Muscular Dystrophy: A Systematic Review and Meta-Analysis by Sun, Zeren, Wang, Xindi, White, Zoe, Dormuth, Colin, Morales, Fernando, Bernatchez, Pascal

“…Muscular dystrophies (MDs) are characterized by chronic muscle wasting but also poorly understood metabolic co-morbidities. We have recently shown that…”
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Limb-girdle muscular dystrophy type 2B causes HDL-C abnormalities in patients and statin-resistant muscle wasting in dysferlin-deficient mice by White, Zoe, Sun, Zeren, Sauge, Elodie, Cox, Dan, Donen, Graham, Pechkovsky, Dmitri, Straub, Volker, Francis, Gordon A, Bernatchez, Pascal

“…Limb-girdle muscular dystrophy (MD) type 2B (LGMD2B) and Duchenne MD (DMD) are caused by mutations to the Dysferlin and Dystrophin genes, respectively. We have…”
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Exploiting Category Similarity-Based Distributed Labeling for Fine-Grained Visual Classification by Du, Pengzhen, Sun, Zeren, Yao, Yazhou, Tang, Zhenmin

“…The fine-grained visual classification (FGVC) which aims to distinguish subtle differences among subcategories is an important computer vision task. However,…”
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A potential therapeutic effect of catalpol in Duchenne muscular dystrophy revealed by binding with TAK1 by Xu, Dengqiu, Zhao, Lei, Jiang, Jingwei, Li, Sijia, Sun, Zeren, Huang, Xiaofei, Li, Chunjie, Wang, Tao, Sun, Lixin, Li, Xihua, Jiang, Zhenzhou, Zhang, Luyong

“…Background Duchenne muscular dystrophy (DMD) is a progressive muscle disease caused by the loss of dystrophin, which results in inflammation, fibrosis, and the…”
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TAK1 inhibition improves myoblast differentiation and alleviates fibrosis in a mouse model of Duchenne muscular dystrophy by Xu, Dengqiu, Li, Sijia, Wang, Lu, Jiang, Jingwei, Zhao, Lei, Huang, Xiaofei, Sun, Zeren, Li, Chunjie, Sun, Lixin, Li, Xihua, Jiang, Zhenzhou, Zhang, Luyong

“…Background Transforming growth factor‐β‐activated kinase 1 (TAK1) plays a key role in regulating fibroblast and myoblast proliferation and differentiation…”
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Jo-SRC: A Contrastive Approach for Combating Noisy Labels by Yao, Yazhou, Sun, Zeren, Zhang, Chuanyi, Shen, Fumin, Wu, Qi, Zhang, Jian, Tang, Zhenmin

“…Due to the memorization effect in Deep Neural Networks (DNNs), training with noisy labels usually results in inferior model performance. Existing…”
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Platinum-Based Combination Therapy: Molecular Rationale, Current Clinical Uses, and Future Perspectives by Yu, Chunqiu, Wang, Zhibin, Sun, Zeren, Zhang, Lei, Zhang, Wanwan, Xu, Yungen, Zhang, Jing-Jing

“…Platinum drugs are common in chemotherapy, but their clinical applications have been limited due to drug resistance and severe toxic effects. The combination…”
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Apolipoprotein E knockout, but not cholesteryl ester transfer protein lowering, exacerbates muscle wasting in dysferlin-null mice by Sun, Zeren, White, Zoe, Theret, Marine, Bernatchez, Pascal

“…Background Dysferlin-deficient limb-girdle muscular dystrophy type 2B (Dysf) mice are notorious for their mild phenotype. Raising plasma total cholesterol…”
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PNP: Robust Learning from Noisy Labels by Probabilistic Noise Prediction by Sun, Zeren, Shen, Fumin, Huang, Dan, Wang, Qiong, Shu, Xiangbo, Yao, Yazhou, Tang, Jinhui

“…Label noise has been a practical challenge in deep learning due to the strong capability of deep neural networks in fitting all training data. Prior literature…”
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Exploiting textual queries for dynamically visual disambiguation by Sun, Zeren, Yao, Yazhou, Xiao, Jimin, Zhang, Lei, Zhang, Jian, Tang, Zhenmin

“…•Adapt to dynamic changes in search results and carry out visual disambiguation.•A saliency-guided deep MIL network to remove outliers and learn visual…”
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Rational Design of PARP1/c-Met Dual Inhibitors for Overcoming PARP1 Inhibitor Resistance Induced by c‑Met Overexpression by Sun, Zeren, Li, Lanjie, Zhai, Bingxin, Hu, Mengxuan, Huang, Lei, Huang, Shihui, Ye, Liu, Kong, Xiangying, Xu, Jie, Bai, Jie, Yan, Jingjie, Zhou, Qichen, Hu, Zheqi, Zhang, Yuchen, Jiang, Yuhan, Zhang, Yan, Qiao, Zhou, Zou, Yi, Xu, Yungen, Zhu, Qihua

“…The emergence of resistance to PARP1 inhibitors poses a current therapeutic challenge, necessitating the development of novel strategies to overcome this…”
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Webly Supervised Fine-Grained Recognition: Benchmark Datasets and An Approach by Sun, Zeren, Yao, Yazhou, Wei, Xiu-Shen, Zhang, Yongshun, Shen, Fumin, Wu, Jianxin, Zhang, Jian, Shen, Heng Tao

“…Learning from the web can ease the extreme dependence of deep learning on large-scale manually labeled datasets. Especially for fine-grained recognition, which…”
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