Search Results - "Wang, Jinzhuo"

Recent advances of Transformers in medical image analysis: A comprehensive review by Xia, Kun, Wang, Jinzhuo

“…Recent works have shown that Transformer's excellent performances on natural language processing tasks can be maintained on natural image analysis tasks…”
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CSPS: An Adaptive Pooling Method for Image Classification by Wang, Jinzhuo, Wang, Wenmin, Wang, Ronggang, Gao, Wen

“…This paper proposes an adaptive approach to learn class-specific pooling shapes (CSPS) for image classification. Prevalent methods for spatial pooling are…”
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Beyond Knowledge Distillation: Collaborative Learning for Bidirectional Model Assistance by Wang, Jinzhuo, Wang, Wenmin, Gao, Wen

“…Knowledge distillation (KD) is a powerful technique that enables a well-trained large model to assist a small model. However, KD is constrained in a…”
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Tube ConvNets: Better exploiting motion for action recognition by Zhihao Li, Wenmin Wang, Nannan Li, Jinzhuo Wang

“…Motion information is a key factor for action recognition and has been eagerly pursued for decades. How to effectively learn motion features in Convolutional…”
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Image classification using RBM to encode local descriptors with group sparse learning by Jinzhuo Wang, Wenmin Wang, Ronggang Wang, Wen Gao

“…This paper proposes to employ deep learning model to encode local descriptors for image classification. Previous works using deep architectures to obtain…”
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A compact shot representation for video semantic indexing by Jinzhuo Wang, Wenmin Wang, Ronggang Wang, Wen Gao

“…This paper presents a compact shot representation for video semantic indexing (SIN). The proposed representation consists of visual cues from only two frames,…”
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Accurate and Transferable Drug-Target Interaction Prediction with DrugLAMP by Luo, Zhengchao, Wu, Wei, Sun, Qichen, Wang, Jinzhuo

“…Accurate prediction of drug-target interactions (DTIs), especially for novel targets or drugs, is crucial for accelerating drug discovery. Recent advances in…”
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Fast and Accurate Action Detection in Videos With Motion-Centric Attention Model by Wang, Jinzhuo, Wang, Wenmin, Gao, Wen

“…A key factor that makes action detection in videos different from general video classification is human-guided clues, especially motion signals. Since not all…”
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Multiscale Deep Alternative Neural Network for Large-Scale Video Classification by Wang, Jinzhuo, Wang, Wenmin, Gao, Wen

“…With the rapid increase in the amount of multimedia data, video classification has become a demanding and challenging research topic. Compared with image…”
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Predicting Diverse Future Frames With Local Transformation-Guided Masking by Wang, Jinzhuo, Wang, Wenmin, Gao, Wen

“…Video prediction is the challenging task of generating the future frames of a video given a sequence of previously observed frames. This task involves the…”
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Multiscale Scoring Model for Enhanced Urban Perception Evaluation by Zhao, Xukai, Lu, Yuxing, Wang, Jinzhuo

“…Effective urban management, renewal, and development rely on identifying low-quality areas within the city. However, previous studies have been limited by…”
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Collaborative Deep Networks for Pedestrian Detection by Hongmeng Song, Wenmin Wang, Jinzhuo Wang, Ronggang Wang

“…Conventional pedestrian detection methods construct models based on hand-crafted features or deep learning. They are powerful but limited due to finite…”
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Multiomics dynamic learning enables personalized diagnosis and prognosis for pancancer and cancer subtypes by Lu, Yuxing, Peng, Rui, Dong, Lingkai, Xia, Kun, Wu, Renjie, Xu, Shuai, Wang, Jinzhuo

“…Abstract Artificial intelligence (AI) approaches in cancer analysis typically utilize a ‘one-size-fits-all’ methodology characterizing average patient…”
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Liver bioprinting within a novel support medium with functionalized spheroids, hepatic vein structures, and enhanced post-transplantation vascularization by Jiang, Zhuoran, Jin, Bao, Liang, Zhu, Wang, Yinhan, Ren, Shuai, Huang, Yongfa, Li, Changcan, Sun, Hang, Li, Yunzhu, Liu, Li, Li, Nianlin, Wang, Jinzhuo, Cui, Zhanfeng, Huang, Pengyu, Yang, Huayu, Mao, Yilei, Ye, Hua

“…Cell-laden bioprinting is a promising biofabrication strategy for regenerating bioactive transplants to address organ donor shortages. However, there has been…”
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A joint model for action localization and classification in untrimmed video with visual attention by Weimian Li, Wenmin Wang, Xiongtao Chen, Jinzhuo Wang, Ge Li

“…In this paper, we introduce a joint model that learns to directly localize the temporal bounds of actions in untrimmed videos as well as precisely classify…”
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Accurate estimation of biological age and its application in disease prediction using a multimodal image Transformer system by Wang, Jinzhuo, Gao, Yuanxu, Wang, Fangfei, Zeng, Simiao, Li, Jiahui, Miao, Hanpei, Wang, Taorui, Zeng, Jin, Baptista-Hon, Daniel, Monteiro, Olivia, Guan, Taihua, Cheng, Linling, Lu, Yuxing, Luo, Zhengchao, Li, Ming, Zhu, Jian-Kang, Nie, Sheng, Zhang, Kang, Zhou, Yong

“…Aging in an individual refers to the temporal change, mostly decline, in the body's ability to meet physiological demands. Biological age (BA) is a biomarker…”
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Learning class-specific pooling shapes for image classification by Jinzhuo Wang, Wenmin Wang, Ronggang Wang, Gao, Wen

“…Spatial pyramid (SP) representation is an extension of bag-of-feature model which embeds spatial layout information of local features by pooling feature codes…”
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Millimeter-scale magnetic implants paired with a fully integrated wearable device for wireless biophysical and biochemical sensing by Wan, Ji, Nie, Zhongyi, Xu, Jie, Zhang, Zixuan, Yao, Shenglian, Xiang, Zehua, Lin, Xiang, Lu, Yuxing, Xu, Chen, Zhao, Pengcheng, Wang, Yiran, Zhang, Jingyan, Wang, Yaozheng, Zhang, Shaotong, Wang, Jinzhuo, Man, Weitao, Zhang, Min, Han, Mengdi

“…Implantable sensors can directly interface with various organs for precise evaluation of health status. However, extracting signals from such sensors mainly…”
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FOCUS: Knowledge-enhanced Adaptive Visual Compression for Few-shot Whole Slide Image Classification by Guo, Zhengrui, Xiong, Conghao, Ma, Jiabo, Sun, Qichen, Feng, Lishuang, Wang, Jinzhuo, Chen, Hao

“…Few-shot learning presents a critical solution for cancer diagnosis in computational pathology (CPath), addressing fundamental limitations in data…”
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BLEND: Behavior-guided Neural Population Dynamics Modeling via Privileged Knowledge Distillation by Guo, Zhengrui, Zhou, Fangxu, Wu, Wei, Sun, Qichen, Feng, Lishuang, Wang, Jinzhuo, Chen, Hao

“…Modeling the nonlinear dynamics of neuronal populations represents a key pursuit in computational neuroscience. Recent research has increasingly focused on…”
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