Search Results - "Goh, Rick Siow Mong"

Privacy-Preserving Weighted Federated Learning Within the Secret Sharing Framework by Zhu, Huafei, Mong Goh, Rick Siow, Ng, Wee-Keong

“…This paper studies privacy-preserving weighted federated learning within the secret sharing framework, where individual private data is split into random…”
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Early dengue outbreak detection modeling based on dengue incidences in Singapore during 2012 to 2017 by Chen, Piao, Fu, Xiuju, Ma, Stefan, Xu, Hai‐Yan, Zhang, Wanbing, Xiao, Gaoxi, Siow Mong Goh, Rick, Xu, George, Ching Ng, Lee

“…Dengue has been as an endemic with year‐round presence in Singapore. In the recent years 2013, 2014, and 2016, there were several severe dengue outbreaks,…”
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AnomalyNet: An Anomaly Detection Network for Video Surveillance by Zhou, Joey Tianyi, Du, Jiawei, Zhu, Hongyuan, Peng, Xi, Liu, Yong, Goh, Rick Siow Mong

“…Sparse coding-based anomaly detection has shown promising performance, of which the keys are feature learning, sparse representation, and dictionary learning…”
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Traffic Pattern Mining and Forecasting Technologies in Maritime Traffic Service Networks: A Comprehensive Survey by Xiao, Zhe, Fu, Xiuju, Zhang, Liye, Goh, Rick Siow Mong

“…Maritime traffic service networks and information systems play a vital role in maritime traffic safety management. The data collected from the maritime traffic…”
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Deep Multimodal Transfer Learning for Cross-Modal Retrieval by Zhen, Liangli, Hu, Peng, Peng, Xi, Goh, Rick Siow Mong, Zhou, Joey Tianyi

“…Cross-modal retrieval (CMR) enables flexible retrieval experience across different modalities (e.g., texts versus images), which maximally benefits us from the…”
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Deep Neural Network Augments Performance of Junior Residents in Diagnosing COVID-19 Pneumonia on Chest Radiographs by Feng, Yangqin, Sim Zheng Ting, Jordan, Xu, Xinxing, Bee Kun, Chew, Ong Tien En, Edward, Irawan Tan Wee Jun, Hendra, Ting, Yonghan, Lei, Xiaofeng, Chen, Wen-Xiang, Wang, Yan, Li, Shaohua, Cui, Yingnan, Wang, Zizhou, Zhen, Liangli, Liu, Yong, Siow Mong Goh, Rick, Tan, Cher Heng

“…Chest X-rays (CXRs) are essential in the preliminary radiographic assessment of patients affected by COVID-19. Junior residents, as the first point-of-contact…”
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E3NE: An End-to-End Framework for Accelerating Spiking Neural Networks With Emerging Neural Encoding on FPGAs by Gerlinghoff, Daniel, Wang, Zhehui, Gu, Xiaozhe, Goh, Rick Siow Mong, Luo, Tao

“…Compiler frameworks are crucial for the widespread use of FPGA-based deep learning accelerators. They allow researchers and developers, who are not familiar…”
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EDCompress: Energy-Aware Model Compression for Dataflows by Wang, Zhehui, Luo, Tao, Goh, Rick Siow Mong, Zhou, Joey Tianyi

“…Edge devices demand low energy consumption, cost, and small form factor. To efficiently deploy convolutional neural network (CNN) models on the edge device,…”
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Efficient Spiking Neural Networks With Radix Encoding by Wang, Zhehui, Gu, Xiaozhe, Goh, Rick Siow Mong, Zhou, Joey Tianyi, Luo, Tao

“…Spiking neural networks (SNNs) have advantages in latency and energy efficiency over traditional artificial neural networks (ANNs) due to their event-driven…”
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Big Data Driven Vessel Trajectory and Navigating State Prediction With Adaptive Learning, Motion Modeling and Particle Filtering Techniques by Xiao, Zhe, Fu, Xiuju, Zhang, Liye, Zhang, Wanbing, Liu, Ryan Wen, Liu, Zhao, Goh, Rick Siow Mong

“…The predictive vessel surveillance is one of the indispensable functional components in intelligent maritime traffic system. Vessel trajectory prediction…”
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Natural Language Video Localization: A Revisit in Span-Based Question Answering Framework by Zhang, Hao, Sun, Aixin, Jing, Wei, Zhen, Liangli, Zhou, Joey Tianyi, Goh, Rick Siow Mong

“…Natural Language Video Localization (NLVL) aims to locate a target moment from an untrimmed video that semantically corresponds to a text query. Existing…”
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Transfer Hashing: From Shallow to Deep by Zhou, Joey Tianyi, Zhao, Heng, Peng, Xi, Fang, Meng, Qin, Zheng, Goh, Rick Siow Mong

“…One major assumption used in most existing hashing approaches is that the domain of interest (i.e., the target domain) could provide sufficient training data,…”
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NC-Net: Efficient Neuromorphic Computing Using Aggregated Subnets on a Crossbar-Based Architecture With Nonvolatile Memory by Luo, Tao, Yang, Liwei, Zhang, Huaipeng, Qu, Chuping, Wang, Xuan, Cui, Yingnan, Wong, Weng-Fai, Goh, Rick Siow Mong

“…Neuromorphic computing chips consisting of crossbar arrays of emergent nonvolatile memory (NVM) have the potential of achieving both high energy efficiency and…”
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Learning With Annotation of Various Degrees by Zhou, Joey Tianyi, Fang, Meng, Zhang, Hao, Gong, Chen, Peng, Xi, Cao, Zhiguo, Goh, Rick Siow Mong

“…In this paper, we study a new problem in the scenario of sequences labeling. To be exact, we consider that the training data are with annotation of various…”
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Building an Ethereum and IPFS-Based Decentralized Social Network System by Xu, Quanqing, Song, Zhiwen, Mong Goh, Rick Siow, Li, Yongjun

“…Evolvement of blockchain technology has greatly changed the network and it makes many applications to be distributed, decentralized without loss of security…”
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Efficient GPU Spatial-Temporal Multitasking by Yun Liang, Huynh, Huynh Phung, Rupnow, Kyle, Goh, Rick Siow Mong, Deming Chen

“…Heterogeneous computing nodes are now pervasive throughout computing, and GPUs have emerged as a leading computing device for application acceleration. GPUs…”
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Geometric Correspondence-Based Multimodal Learning for Ophthalmic Image Analysis by Wang, Yan, Zhen, Liangli, Tan, Tien-En, Fu, Huazhu, Feng, Yangqin, Wang, Zizhou, Xu, Xinxing, Goh, Rick Siow Mong, Ng, Yipin, Calhoun, Claire, Tan, Gavin Siew Wei, Sun, Jennifer K., Liu, Yong, Ting, Daniel Shu Wei

“…Color fundus photography (CFP) and Optical coherence tomography (OCT) images are two of the most widely used modalities in the clinical diagnosis and…”
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Contrastive domain adaptation with consistency match for automated pneumonia diagnosis by Feng, Yangqin, Wang, Zizhou, Xu, Xinxing, Wang, Yan, Fu, Huazhu, Li, Shaohua, Zhen, Liangli, Lei, Xiaofeng, Cui, Yingnan, Sim Zheng Ting, Jordan, Ting, Yonghan, Zhou, Joey Tianyi, Liu, Yong, Siow Mong Goh, Rick, Heng Tan, Cher

“…Pneumonia can be difficult to diagnose since its symptoms are too variable, and the radiographic signs are often very similar to those seen in other illnesses…”
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DeepFire2: A Convolutional Spiking Neural Network Accelerator on FPGAs by Aung, Myat Thu Linn, Gerlinghoff, Daniel, Qu, Chuping, Yang, Liwei, Huang, Tian, Goh, Rick Siow Mong, Luo, Tao, Wong, Weng-Fai

“…Brain-inspired spiking neural networks (SNNs) replace the multiply-accumulate operations of traditional neural networks by integrate-and-fire neurons, with the…”
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An FPGA-Based Hardware Emulator for Neuromorphic Chip With RRAM by Luo, Tao, Wang, Xuan, Qu, Chuping, Lee, Matthew Kay Fei, Tang, Wai Teng, Wong, Weng-Fai, Goh, Rick Siow Mong

“…Neuromorphic chip with RRAM devices has been demonstrated as a promising computing platform for neural network-based applications. By directly mapping the…”
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