Search Results - "Zhuang, Yueting"

Multiple knowledge representation for big data artificial intelligence: framework, applications, and case studies by Yang, Yi, Zhuang, Yueting, Pan, Yunhe

“…摘要提出一种多重知识表示框架, 探讨了其对推动大数据人工智能技术在各个领域中发展的重要意义及深远影响. 传统知识表达和现代基于深度学习的知识表达通常着眼于利用特定变换方式, 将输入转换为符号编码或者向量. 例如, 知识图谱关注于描述各个概念之间的语义联系, 而深度神经网络更像是感知原始信号输入的工具…”
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Deeply-Learned Part-Aligned Representations for Person Re-identification by Liming Zhao, Xi Li, Yueting Zhuang, Jingdong Wang

“…In this paper, we address the problem of person re-identification, which refers to associating the persons captured from different cameras. We propose a simple…”
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Self-Supervised Spatiotemporal Learning via Video Clip Order Prediction by Xu, Dejing, Xiao, Jun, Zhao, Zhou, Shao, Jian, Xie, Di, Zhuang, Yueting

“…We propose a self-supervised spatiotemporal learning technique which leverages the chronological order of videos. Our method can learn the spatiotemporal…”
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Hierarchical Recurrent Neural Encoder for Video Representation with Application to Captioning by Pingbo Pan, Zhongwen Xu, Yi Yang, Fei Wu, Yueting Zhuang

“…Recently, deep learning approach, especially deep Convolutional Neural Networks (ConvNets), have achieved overwhelming accuracy with fast processing speed for…”
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Counterfactual Samples Synthesizing for Robust Visual Question Answering by Chen, Long, Yan, Xin, Xiao, Jun, Zhang, Hanwang, Pu, Shiliang, Zhuang, Yueting

“…Despite Visual Question Answering (VQA) has realized impressive progress over the last few years, today's VQA models tend to capture superficial linguistic…”
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Image Clustering Using Local Discriminant Models and Global Integration by Yang, Yi, Xu, Dong, Nie, Feiping, Yan, Shuicheng, Zhuang, Yueting

“…In this paper, we propose a new image clustering algorithm, referred to as clustering using local discriminant models and global integration (LDMGI). To deal…”
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A Multimedia Retrieval Framework Based on Semi-Supervised Ranking and Relevance Feedback by Yang, Yi, Nie, Feiping, Xu, Dong, Luo, Jiebo, Zhuang, Yueting, Pan, Yunhe

“…We present a new framework for multimedia content analysis and retrieval which consists of two independent algorithms. First, we propose a new semi-supervised…”
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Preparation and properties of multi-color coatings with ultra-low near-infrared reflectivity by Zhang, Weigang, Zhuang, Yueting, Zhang, Qianfeng

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Preparation and performance control of ultra-low near-infrared reflectivity coatings with super-hydrophobic and outstanding mechanical properties by Zhang, Weigang, Zhuang, Yueting, Zhang, Jialun, Zhang, Qianfeng

“…The development of ultra-low near-infrared reflectivity coatings with outstanding engineering properties remains a challenge in laser stealth materials…”
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Social-Aware Movie Recommendation via Multimodal Network Learning by Zhao, Zhou, Yang, Qifan, Lu, Hanqing, Weninger, Tim, Cai, Deng, He, Xiaofei, Zhuang, Yueting

“…With the rapid development of Internet movie industry social-aware movie recommendation systems (SMRs) have become a popular online web service that provide…”
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User Preference Learning for Online Social Recommendation by Zhao, Zhou, Lu, Hanqing, Cai, Deng, He, Xiaofei, Zhuang, Yueting

“…A social recommendation system has attracted a lot of attention recently in the research communities of information retrieval, machine learning, and data…”
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MRFN: Multi-Receptive-Field Network for Fast and Accurate Single Image Super-Resolution by He, Zewei, Cao, Yanpeng, Du, Lei, Xu, Baobei, Yang, Jiangxin, Cao, Yanlong, Tang, Siliang, Zhuang, Yueting

“…Recently, convolutional neural network (CNN) based models have shown great potential in the task of single image super-resolution (SISR). However, many…”
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Adaptive Spatio-Temporal Graph Enhanced Vision-Language Representation for Video QA by Jin, Weike, Zhao, Zhou, Cao, Xiaochun, Zhu, Jieming, He, Xiuqiang, Zhuang, Yueting

“…Vision-language research has become very popular, which focuses on understanding of visual contents, language semantics and relationships between them. Video…”
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Data-Dependent Label Distribution Learning for Age Estimation by He, Zhouzhou, Li, Xi, Zhang, Zhongfei, Wu, Fei, Geng, Xin, Zhang, Yaqing, Yang, Ming-Hsuan, Zhuang, Yueting

“…As an important and challenging problem in computer vision, face age estimation is typically cast as a classification or regression problem over a set of face…”
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Sparse Multi-Modal Hashing by Wu, Fei, Yu, Zhou, Yang, Yi, Tang, Siliang, Zhang, Yin, Zhuang, Yueting

“…Learning hash functions across heterogenous high-dimensional features is very desirable for many applications involving multi-modal data objects. In this…”
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Deep Learning Driven Visual Path Prediction From a Single Image by Huang, Siyu, Li, Xi, Zhang, Zhongfei, He, Zhouzhou, Wu, Fei, Liu, Wei, Tang, Jinhui, Zhuang, Yueting

“…Capabilities of inference and prediction are the significant components of visual systems. Visual path prediction is an important and challenging task among…”
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Towards a new generation of artificial intelligence in China by Wu, Fei, Lu, Cewu, Zhu, Mingjie, Chen, Hao, Zhu, Jun, Yu, Kai, Li, Lei, Li, Ming, Chen, Qianfeng, Li, Xi, Cao, Xudong, Wang, Zhongyuan, Zha, Zhengjun, Zhuang, Yueting, Pan, Yunhe

“…Artificial intelligence has become a main driving force for a new round of industrial transformation around the world. Many countries including China are…”
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Tell and guess: cooperative learning for natural image caption generation with hierarchical refined attention by Zhang, Wenqiao, Tang, Siliang, Su, Jiajie, Xiao, Jun, Zhuang, Yueting

“…Automatically generating a natural language description of an image is one of the most fundamental and challenging problems in Multimedia Intelligence because…”
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Zero-Shot Recognition Using Dual Visual-Semantic Mapping Paths by Yanan Li, Donghui Wang, Huanhang Hu, Yuetan Lin, Yueting Zhuang

“…Zero-shot recognition aims to accurately recognize objects of unseen classes by using a shared visual-semantic mapping between the image feature space and the…”
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Deep Group-Wise Fully Convolutional Network for Co-Saliency Detection With Graph Propagation by Lina Wei, Shanshan Zhao, El Farouk Bourahla, Omar, Xi Li, Fei Wu, Yueting Zhuang

“…A key problem in co-saliency detection is how to effectively model the interactive relationship of a whole image group and the individual perspective of each…”
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