Zero-shot learning via category-specific visual-semantic mapping and label refinement by Niu, Li, Cai, Jianfei, Veeraraghavan, Ashok, Zhang, Liqing

“…Moreover, to avoid learning visual-semantic mapping for each unseen category in the large-scale classification task, we additionally propose a deep adaptive embedding model named deep AEZSL sharing the similar idea (i.e., visual-semantic mapping should be category specific and related to the semantic space) with AEZSL, which only needs to be trained once, but can be applied to arbitrary number of unseen categories. …”
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Efficient architectures for computation of binary logarithm by Low, Joshua Yung Lih

“…Subsequently, a novel method, named the Unified Mitchell-based Approximation method (UMA), is proposed to obtain, for any given accuracy requirement up to 14 bits, a logarithmic converter optimized in area-delay product (ADP). …”
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Research on DC-modulated AC/AC converters by Chen, Xi.

“…AC/AC converter is popular equipment widely applied in various industrial applications. However, it has high total harmonic distortion (THD), low power factor (PF) and poor power transfer efficiency (η). …”
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Geometry guided supervised representation learning for classification by Li, Yue

“…Based on ELM-AE, a new algorithm named as the Local Discriminant Preserving Extreme Learning Machine Auto-encoder (LDELM-AE) is proposed. …”
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HCI for Cybersecurity, Privacy and Trust : Third International Conference, HCI-CPT 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtual Event, July 24-29... by HCI for Cybersecurity, Privacy and Trust (Conference) (3rd : 2021 : Online) 643239, Moallem, Abbas, editor 630807

A correlated microwave-acoustic imaging method for early-stage cancer detection by Gao, Fei, Zheng, Yuanjin

“…Necessity of combining CMI and TAI is analyzed theoretically, and by applying simple algorithm to CMI and TAI separately, we propose an image correlation approach merging CMI and TAI together to achieve better performance in terms of resolution and contrast. …”
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Multi-functional music player on the iPhone by Phey, Fabian Kee Yeong.

“…The final product will be a multi-functional music player named FY Player. A prototype was also created prior to FY Player. …”
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Tailored text augmentation for sentiment analysis by Feng, Zijian, Zhou, Hanzhang, Zhu, Zixiao, Mao, Kezhi

“…In this paper, we propose a novel data augmentation technique named Tailored Text Argumentation (TTA) for sentiment analysis. …”
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Organisational environment for innovation : the case of Singapore electronics industry by Tang, Hung Kei.

“…The purpose of this study is to determine the organisational factors that affect innovation and then apply knowledge gained to investigate the general organisational environment in Singapore electronics industry. …”
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Evaluation of Value at Risk (VaR) using extreme value theory in Asian four tigers. by Leong, Thin Hom., Neo, Wee Wu.

“…Value at Risk (VaR) is widely applied in finance for quantitative risk management for many types of risks in the market. …”
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Weakly supervised learning on road area extraction via classification labels by Liu, Xuanyi

“…With the development of remote sensing technology, aerial map applications such as OpenStreetMap have been widely applied in normal life. The lack of pixel-level road area annotations still hinders their further usage. …”
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Feature extraction through binary pattern of phase congruency for facial expression recognition by Shojaeilangari, Seyedehsamaneh, Yau, Wei-Yun, Li, Jun, Teoh, Eam Khwang

“…It is constructed by applying LBP on the oriented PC images. We evaluated the proposed method using the Cohn-Kanade (CK+) database. …”
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Optical spectroscopic ultrasound displacement imaging : a feasibility study by Duan, Tingyang, Lan, Hengrong, Zhong, Hongtao, Zhou, Meng, Zhang, Ruochong, Gao, Fei

“…Photoacoustic imaging has been intensively studied in recent years and many of the achievements have already been applied in clinical diagnosis and therapy, e.g., using spectroscopic photoacoustic imaging to extract functional and molecular information. …”
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Fusing pairwise modalities for emotion recognition in conversations by Fan, Chunxiao, Lin, Jie, Mao, Rui, Cambria, Erik

“…Additionally, a designed density loss is applied to characterise fused feature density, with a specific focus on mitigating redundancy in pairwise fusion methods. …”
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36 stratagems & applications by Soe Thiha @ Nyan Lin Htun

“…With strong belief in the possibility to co-relate the Chinese’s ancient strategies applied in warfare with tactical strategies in modern world, it was explored to formulate these stratagems such that the stratagems can be further utilized in modern application fields, including politics, economics, trading or anywhere one names it with win or loss involves or even averse loss and maintain healthy win.…”
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SectionKey: 3-D semantic point cloud descriptor for place recognition in large-scale environments by Jin, Shutong

“…Considering these facts, this dissertation proposes a novel global descriptor, named SectionKey, which leverages both semantic and geometric information to tackle the problem of place recognition in large-scale urban environments. …”
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Medicine distribution pattern detection in pharmaceutical supply chains: a new Kth-proximity density-distance-based method by Delgoshaei, Aidin, Mohd Ariffin, Mohd Khairol Anuar

“…In addition, it is found that while the distance-density aggregate index is applied, the wholesalers' locations will be different compared to classic supply chain designs. …”
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Beyond the beautiful garden city by Koh, Kevin Jing Sen

“…The competitively low prices also allow users to replace the products even before it reaches the end of its life cycle. This does not apply to only small products but also large products examples like furniture (Hunter, 2019). …”
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Deep reinforcement learning based navigation by goal-driven transformer by Wong, Yui

“…A major cause of this inefficiency is the separation of goal information from the perceptual system, which is applied directly as a condition for decision-making. …”
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Design, User Experience, and Usability : UX Research and Design : 10th International Conference, DUXU 2021, Held as Part of the 23rd HCI International Conference, HCII 2021, Virtua... by DUXU (Conference) (10th : 2021 : Online), organiser 643242, Soares, Marcelo Marcio, editor 514932, Rosenzweig, Elizabeth, editor 643243, Marcus, Aaron, 1943-, editor 643244, International Conference on Human-Computer Interaction (23rd : 2021 : Online) issuing body 642922