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1101
Investigation of the contribution of bioaerosol loading to indoor PM pollution on university campus in Singapore
Published 2022“…Fine particles could be mitigated safely for occupants with an electrostatic precipitator and future work could expound on elevated fungi concentrations in an indoor environment and fine particle mitigation strategies.…”
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Final Year Project (FYP) -
1102
Interpreting learned feedback patterns in large language models
Published 2024“…To test this, we train probes to estimate the feedback signal implicit in the activations of a fine-tuned LLM. We then compare these estimates to the true feedback, measuring how accurate the LFPs are to the fine-tuning feedback. …”
Conference item -
1103
An eye tracker application in assistive technology
Published 2023“…Today, some people suffer spinal cord injuries yearly, resulting in paraplegia and quadriplegia. …”
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Final Year Project (FYP) -
1104
Genetic algorithm based deep learning model adaptation for improvising the motor imagery classification
Published 2024“…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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Journal Article -
1105
Investigating novel drug delivery systems to enhance tissue regeneration in the central nervous system
Published 2023“…In this review, the development of injectable hydrogels in stroke and spinal cord injury treatment, focusing on the cellular response and tissue integration, was discussed.…”
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Thesis-Master by Research -
1106
Living with fibrodysplasia ossificans progressiva: radiological images of a patient with extensive heterotopic ossification
Published 2023“…Here, we present the radiological findings of an 18-year-old female diagnosed with FOP who had severe spinal and right-upper-limb abnormalities. Her SF-36 scores suggested significant impairment in physical function, affecting work and other regular daily activities. …”
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Journal Article -
1107
SimSC: a simple framework for semantic correspondence with temperature learning
Published 2023“…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. …”
Conference item -
1108
Finite element analysis on post-buckling of thin-walled structures using ANSYS
Published 2015“…The results obtained were checked against experimental data and led to the development and the revision of design procedures for the pin-ended lipped column and hollow box section.…”
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Final Year Project (FYP) -
1109
Driving mechanism development for autonomous hospital bed
Published 2020“…Demand is foreseen to spike and a range of healthcare services that range from acute to community care is necessary for a holistic healthcare system. …”
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Final Year Project (FYP) -
1110
Efficient position decoding methods based on fluorescence calcium imaging in the mouse hippocampus
Published 2020“…Here, we develop an efficient strategy to extract features from fluorescence calcium imaging traces and further decode the animal's position. We validate our spike inference-free decoding methods in multiple in vivo calcium imaging recordings of the mouse hippocampus based on both supervised and unsupervised decoding analyses. …”
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Journal Article -
1111
Electrolyte-gated neuromorphic transistors for brain-like dynamic computing
Published 2022“…Particularly, dynamics play an essential role in neural spike information processing. Here, we offer a brief review and perspective in the field of electrolyte-gated neuromorphic transistors for brain-like dynamic computing. …”
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Journal Article -
1112
Field instrumentation for performance assessment of Geobarrier System
Published 2019“…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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Journal Article -
1113
Design and Implementation of Active Antennas for IoT-Based Healthcare Monitoring System
Published 2024“…Two dual-band (2.4 GHz and 5.8 GHz) microstrip patch antennas, one with a PIN diode and one without, are fabricated using Rogers Duroid RO3003™ substrate. …”
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Article -
1114
Design and Implementation of Active Antennas for IoT-Based Healthcare Monitoring System
Published 2024“…Two dual-band (2.4 GHz and 5.8 GHz) microstrip patch antennas, one with a PIN diode and one without, are fabricated using Rogers Duroid RO3003™ substrate. …”
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Article -
1115
Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-level Backdoor Attacks
Published 2024“…The pre-training-then-fine-tuning paradigm has been widely used in deep learning. …”
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Article -
1116
Build a Large Language Model (From Scratch) /
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software, multimedia -
1117
Technological transmission of knowledge in Neolithic northwestern China: mineralogical and chemical analyses of Yangshao and Majiayao painted ware
Published 2025“…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. …”
Journal article -
1118
Evaluation of population immunity against SARS-CoV-2 variants, EG.5.1, FY.4, BA.2.86, JN.1, JN.1.4, and KP.3.1.1 using samples from two health demographic surveillance systems in K...
Published 2024“…The majority of these mutations mainly target the spike protein, allowing the new variants to escape the immunity previously raised by vaccination and/or infection by earlier variants of SARS-CoV-2. …”
Journal article -
1119
An immunoinformatic approach for identifying and designing conserved multi-epitope vaccines for coronaviruses
Published 2024“…Methods: This study utilized an immunoinformatic approach to identify evolutionarily conserved CD4+ (HTL) and CD8+ (CTL) T cells, and B-cell epitopes in the coronaviral spike (S) glycoprotein. Results: A total of 132 epitopes were identified, with the majority of them found to be conserved across the bat CoVs, pangolin CoVs, endemic coronaviruses, SARS-CoV-2, and Middle East respiratory syndrome coronavirus (MERS-CoV). …”
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Article -
1120
WiFi and vision multimodal self-supervised learning for human activity recognition
Published 2023“…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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Thesis-Master by Coursework