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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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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Quantitative multi-image analysis in metals research by Demkowicz, M. J., Liu, M., McCue, I. D., Seita, Matteo, Stuckner, J., Xie, K.

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Establishment and optimization of induced pluripotent stem cell technologies by Amir Morshedi

“…Furthermore our data indicated that key diabetes susceptibility genes are affected by HMGA2, revealing interesting link to the Lin28/let-7 pathway regulating mammalian glucose metabolism. …”
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Capacities of cross-junction and roundabout in Nanyang Technological University by Choo, Ping Ling.

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Product design for manufacture and assembly methodologies by Lu, Joyce Ruizhi.

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Enabling basic motion behaviors on irobot create by Du, Xinxin.

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Software defined network : user centric network by Lim, Derrick Teck Leong.

“…Under normal operating conditions, outgoing traffic from each host is mirrored to the buffer. When the link in use suffers an outage, the controller detects the link down event and calculates an alternate path. …”
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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. …”

Transfer-recursive-ensemble learning for multi-day COVID-19 prediction in India using recurrent neural networks by Chakraborty, Debasrita, Goswami, Debayan, Ghosh, Susmita, Ghosh, Ashish, Chan, Jonathan H., Wang, Lipo

“…A study is conducted by building four models pre-trained on COVID-19 data from four different countries (United States of America, Brazil, Spain, and Bangladesh) and fine-tuned on India's data. Since the four countries chosen have experienced different types of infection curves, the pre-training provides a transfer learning to the models incorporating diverse situations into account. …”
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Health and disease phenotyping in old age using a cluster network analysis by Valenzuela, Jesus Felix, Monterola, Christopher, Tong, Victor Joo Chuan, Ng, Tze Pin, Larbi, Anis

“…We show, by way of a correspondence analysis between the two sets of clusters, that they correspond to coarse-grained and fine-grained structure of the network relationships. …”
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Modeling and improvement of tracked based vehicle by Yeo, Nick Xi Liang.

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Small-island interactions: pottery from Roman Malta by Anastasi, M

“…These data were also fed into a series of network analyses, which plotted the common pottery links shared between small-island and mainland sites in the region. …”

Design and analysis of P-cycle-based survivable optical networks by Zhang, Zhen Rong

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Development of LCD/SLM driver IC/FPGA by Tan, John Chin Liang

“…In this report, the project is based on a platform that is capable of interfacing the information transmitted from a personal computer and Field Programmable Gate Array (FPGA) via Universal Serial Bus (USB) link and it is to be displayed on a LCD display screen. …”
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Dynamic control of APD optical detector for SONET receiver application by Fernandes, Brain Sunil Nicholas

“…The functionality of the communication link is monitored using Digital Communication Equipment, so as to ensure the operation of the controller over the entire range of the link application.…”
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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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