Multi-view human action recognition in meeting scenarios by Yin, Haixiang

“…Once it occurs, it can persist for a long time. Hence, existing methods and datasets do not work well in this scenario. …”
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Investigation of power and transportation networks for future connection of electric vehicles (EV) by Soh, Desmond Junhao

“…As it is still powered by fossil fuels and emits CO2, it is therefore not a long-term solution. Electric vehicles (EV) which are propelled by electric motor (or motors) powered by rechargeable battery packs will gradually replace GDVs in the future. …”
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Genetic algorithm based deep learning model adaptation for improvising the motor imagery classification by R, Vishnupriya, Robinson, Neethu, M, Ramasubba Reddy

“…Transfer learning methods such as adaptation or fine-tuning can be used on the pre-trained model to improve the performance. …”
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Punching shear strength analysis of corroded reinforcement concrete slab by Fu, Yibin

“…Sea levels are rising due to climate change, hence this parameter is of increasing importance for structures under long term corrosive environment. There will be a significant decline in the shear strength resistance in the long run. …”
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Living with fibrodysplasia ossificans progressiva: radiological images of a patient with extensive heterotopic ossification by Mohammed Mostafa Kotb, Omar, Usama Farghaly, Kaliya-Perumal, Arun-Kumar

“…Radiographic evaluation with X-rays and CT scans revealed scoliosis and total fusion of almost all levels of the spine, with only a few disc spaces spared. A large mass of heterotopic bone was observed, corresponding to the location of the paraspinal muscles in the lumbar region, branching upwards and fusing with the scapulae on both sides. …”
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SimSC: a simple framework for semantic correspondence with temperature learning by Li, X, Han, K, Wan, X, Prisacariu, VA

“…We discover that when fine-tuning ImageNet pre-trained backbone on the semantic matching task, L2 normalization of the feature map, a standard procedure in feature matching, produces an overly smooth matching distribution and significantly hinders the fine-tuning process. …”

Field instrumentation for performance assessment of Geobarrier System by Rahardjo, Harianto, Qian, Zhai, Satyanaga, Alfrendo, Leong, Eng Choon, Wang, Chien Looi, Wong, Johnny Liang Heng

“…The saturated hydraulic conductivity of a coarse-grained material is normally higher than that of a fine-grained material. However, the unsaturated hydraulic conductivity of the coarse-grained material decreases much faster than that of the fine-grained material with increasing matric suction and consequently the coarse-grained material can be less permeable than the fine-grained material in unsaturated condition. …”
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Common visual pattern discovery and analysis by Wang, Zhenzhen

“…Given a set of images, common pattern discovery aims to explore the re-occurring patterns based on their similarities and differences. It is a long-standing but challenging task. On the one hand, patterns are frequently occurring visual primitives, and they are present in various forms, such as local features, semantic visual parts or visual objects. …”
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Pervasive mobile media access and applications by Lin, Youming.

“…However, there are some barriers like image quality, rich content, long downloading time and device support which might prevent mobile consumers from adopting mobile video services. …”
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Integration of multiple ultra-capacitor banks in DC microgrid part I by Ahamad Fareed

“…However, with increased load demand mounting, a single UC is no longer feasible to simultaneously provide for all the possible loads and to maintain long-term operation. Therefore, there is a need to configure multiple UC banks in the DC Mg for economic operation of the entire system. …”
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Using AI for music source separation by Lee, Jasline Jie Yu

“…The objective is to analyse the impacts of different components present in both Spectrogram and Waveform based systems through fine-tuning, data handling and ablation testing. …”
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Cycle-based trading & portfolio management system by Zhan, Xiaoying

“…Thus, the target horizon is mid to long term. By selecting stocks at their troughs and investing capitals during the rising phases, capitals could be utilized more efficiently to preserve values and generate returns. …”
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AI-powered COVID-19 forecasting: a comprehensive comparison of advanced deep learning methods by Tariq, Muhammad Usman, Ismail, Shuhaida

“…Bayesian optimization was also implemented to fine-tune these models. Results: The evaluation framework revealed that each model exhibited different levels of predictive accuracy and precision. …”
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AI-powered COVID-19 forecasting: a comprehensive comparison of advanced deep learning methods by Tariq, Muhammad Usman, Ismail, Shuhaida

“…Bayesian optimization was also implemented to fine-tune these models. Results: The evaluation framework revealed that each model exhibited different levels of predictive accuracy and precision. …”
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Convective heat transfer performance of airfoil heat sinks fabricated by selective laser melting by Ho, Jin Yao, Wong, Kin Keong, Leong, Kai Choong, Wong, Teck Neng

“…Heat sinks with staggered arrays of NACA 0024 and NACA 4424 airfoil shaped fins were investigated experimentally and the results were compared with conventional heat sinks with circular and rounded rectangular fins. …”
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Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-level Backdoor Attacks by Zhang, Zhengyan, Xiao, Guangxuan, Li, Yongwei, Lv, Tian, Qi, Fanchao, Liu, Zhiyuan, Wang, Yasheng, Jiang, Xin, Sun, Maosong

“…The pre-training-then-fine-tuning paradigm has been widely used in deep learning. …”
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Build a Large Language Model (From Scratch) / by Raschka, Sebastian, author 656094

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Technological transmission of knowledge in Neolithic northwestern China: mineralogical and chemical analyses of Yangshao and Majiayao painted ware by Spataro, M, Hein, A

“…The analyses were carried out to detect differences or similarities in the chaînes opératoires of ceramic production at the three sites, in particular, to examine the clay types selected to make the three main categories of wares for which Yangshao and Majiayao are known, namely painted fine wares, burnished fine wares, and unpainted coarse wares. …”

WiFi and vision multimodal self-supervised learning for human activity recognition by Tang, Shijie

“…In this context, we propose a novel Multimodal Pretrain fine-tune (MPF) network architecture for device-free human activity recognition using commercial WiFi-enabled IoT devices and cameras. …”
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Utilization of oil contaminated sand for green asphalt concrete production by Ng, Ye Han

“…The objective of this research is to study the feasibility of Oil Contaminated Sand (OCS) usage as a replacement of certain percentage of fine aggregates in Hot Mix Asphalt (HMA) for road construction. …”
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