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141
Evaluating Adaptive Layer Freezing through Hyperparameter Optimization for Enhanced Fine-Tuning Performance of Language Models
Published 2024“…Conversely, overfitting is highly likely to occur when training on small datasets. This thesis proposes and evaluates a new method for fine-tuning language models by adaptively choosing specific learning rates for each transformer layer that provide higher performance on in-domain low-volume datasets. …”
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Thesis -
142
Fine-tuning selective layer architecture of hydrogel membrane towards high separation performances for engineered osmosis
Published 2020“…Towards this goal, the architecture of hydrogel selective layer is finely tuned for the first time for improving engineered osmosis (EO) membrane performance. …”
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Journal Article -
143
Linking Cerebral Malaria Pathogenesis to APOE-Mediated Amyloidosis: Observations and Hypothesis
Published 2024“…In this article, we explore available data and hypothesise that cerebral malaria might be linked to APOE-mediated amyloidosis, one of the pathological processes associated with Alzheimer’s disease. …”
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144
An Effective Med-VQA Method Using a Transformer with Weights Fusion of Multiple Fine-Tuned Models
Published 2024“…The second model, the greedy-soup-based model, uses a greedy soup technique based on the fusion of multiple fine-tuned models to set the model parameters. The greedy soup selects the model parameters by fusing the model parameters that have significant performance on the validation accuracy in training. …”
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145
EyeTrAES: Fine-grained, Low-Latency Eye Tracking via Adaptive Event Slicing
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Article -
146
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147
Landscape perception : linking physical monitoring data to perceived landscape properties
Published 2021“…This study develops and evaluates a model that links people’s perceptions of a mountain landscape to physical monitoring data. …”
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Journal Article -
148
Adaptive synchronization of multi-agent systems with resilience to communication link faults
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Journal Article -
149
COVID-19 tweet links: a preliminary investigation of type and relevance
Published 2023“…We conducted an exploratory study of the links found in Twitter tweets. Our results showed that the largest category of tweet links was social media platforms followed by alternative news sites. …”
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150
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151
QoS provisioning by power control for video communication via satellite links
Published 2016“…Video transmissions over satellite links are sensitive to signal fades because of rain, especially in the tropics. …”
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Journal Article -
152
Improved meet-in-the-middle Nostradamus attacks on AES-like hashing
Published 2024“…At ToSC 2023, Zhang et al. proposed the first dedicated Nostradamus attack on AES-like hashing in both classical and quantum settings. …”
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Journal Article -
153
Dengue Virus Non-Structural Protein 5
Published 2018“…This review focuses on recent progress in characterizing the structure and functions of NS5, a protein responsible for the replication and capping of viral RNA that represents a promising drug target.…”
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Journal Article -
154
Electrolyte-gated neuromorphic transistors for brain-like dynamic computing
Published 2022“…In recent years, the rapid increase in the data volume to be processed has led to urgent requirements for highly efficient computing paradigms. Brain-like computing that mimics the way the biological brain processes information has attracted growing interest due to extremely high energy efficiency. …”
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Journal Article -
155
Internal initiation of reverse transcription in a Penelope-like retrotransposon
Published 2024“…A third class of eukaryotic retroelement, the Penelope-like elements (PLEs), has been well-characterized bioinformatically, but relatively little is known about the transposition mechanism of these elements. …”
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156
Discovery and characterization of hevein-like peptides from American ginseng
Published 2020“…Hevein-Like Peptides (HLPs) are one of the many categories under plant Cysteine-Rich Peptides (CRPs). …”
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Final Year Project (FYP) -
157
'You do it like this!': bare impersonals as indefinite singular generics
Published 2024“…Sentences with impersonal pronouns, like You do it like this, seem to make both statistical and prescriptive claims, that a certain way of behaving is common and that it is prescriptively good. …”
Journal article -
158
Monomer-dimer equilibrium for the 5′-5′ stacking of propeller-type parallel-stranded G-quadruplexes : NMR structural study
Published 2013“…Herein, by using NMR spectroscopy, we investigate the equilibrium between monomeric and 5′–5′ stacked dimeric propeller-type G-quadruplexes that are formed by DNA sequences containing GGGT motifs. …”
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Journal Article -
159
Market outlook of VLCCs in the next 5 years
Published 2011“…Based on the analysis and the projections of the demand and supply of VLCCs, the strength of the freight market is likely to fall under the very weak condition (between US$14,643 to US$55,765) in the next 5 years.…”
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Final Year Project (FYP) -
160