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filly » fully (Expand Search), fill (Expand Search), billy (Expand Search)
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ball » all (Expand Search), call (Expand Search), wall (Expand Search)
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Language models as hierarchy encoders
Published 2025“…Our method situates the output embedding space of pre-trained LMs within a Poincaré ball with a curvature that adapts to the embedding dimension, followed by training on hyperbolic clustering and centripetal losses. …”
Conference item -
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Ionic liquid lubricity enhancement with bio-oil derived from microwave pyrolysis of bamboo
Published 2024“…The investigation focuses on the interaction between bio-oil, derived from raw bamboo (Phyllostachys edulis) through microwave pyrolysis at power levels between 500 and 800 W at 700 ∘C, and the protic ionic liquid, [Oley][Oleic]. …”
Article -
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Developing a system that uses ultrawide-band inertial measurement units to quantify selected 10-Pin skills in real-time
Published 2022“…This can be achieved through consistency in timing of the approach, accuracy of movement and reliance on equipment such as a bowling ball. At a competitive level, there is a need for professional training and a need for improved training methods. …”
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Final Year Project (FYP) -
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Virtual reality (VR) table tennis
Published 2024“…The project has achieved the basic goal of creating an AI opponent which can return the ball through inference. Future Improvements could involve improvement of ball physics to simulate spinning effects of the ball and training the model with 3-dimensional variables with greater computing resources.Overall, this project has successfully demonstrated the feasibility integrating ML into VR, allowing future game developers to create immersive and adaptive gaming experiences that push the boundaries of VR entertainment.…”
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Final Year Project (FYP) -
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Developing Agility and Quickness /
Published 2020“…The ball handler who fakes and then drives past a defender for an easy score. …”
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software, multimedia -
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To assess the impact of physical factors on velocity, speed, and accuracy of tennis serve
Published 2024“…Objective: This study investigates the coordination of racquet and ball speed, examining how physical attributes and training impact serve performance. …”
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Article -
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Developing intelligent chatbots powered by large language models
Published 2024“…This project not only fills a gap in understanding the impact of pre-trained language models on chatbot performance but also proposes practical solution for e-commerce owners aiming to improve their customer interaction and satisfaction levels, ensuring Singapore remains at the forefront of e-commerce innovation and adaptability.…”
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Final Year Project (FYP) -
10
Empowering Generation Z accountants in the era of data complexity and open innovation: nurturing big data analytics, diagnostic, and forensic accounting skills
Published 2024“…These findings suggest the imperative need for curriculum development and tailored training programs aimed at enriching these skills among emerging accountants. …”
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Article -
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Hyperbolic face anti-spoofing
Published 2023“…To ensure the stability of model training and avoid the vanishing gradient problem, a simple but effective feature clipping method is designed in hyperbolic space. …”
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Thesis-Master by Coursework -
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An innovative design of household civil defence shelters
Published 2010“…In order to be less dependent on foreign imports for raw materials, there is a need to come up with alternatives to reduce the amount of sand needed. …”
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Final Year Project (FYP) -
14
Predicting Individual Well-Being in Teamwork Contexts Based on Speech Features
Published 2024“…We propose a method to automatically derive social signals related to individual well-being in team collaboration from raw audio and video data collected in teamwork contexts. …”
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Article -
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Deep generative modeling for image synthesis and manipulation
Published 2024“…Fourth, to achieve counterfactual editing without the need for additional training data, we design a framework to comprehensively explore the rich semantic knowledge of the large-scale pre-trained model Contrastive Language Image Pretraining (CLIP). …”
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Thesis-Doctor of Philosophy -
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Automating Design Requirement Extraction From Text With Deep Learning
Published 2024“…For the case of textual documentation, poorly written superfluous descriptions filled with jargon are especially challenging for junior designers with less domain expertise to read. …”
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Article -
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Robust assessment of railway vehicle safety risks in operation using a proposed data-driven wheel profile generation approach: Design of computer experiments and surrogate models
Published 2024“…Maintenance standards and train operating companies establish safe envelopes for wheel profile geometric parameters. …”
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Article -
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Understanding Indexing Efficiency for Approximate Nearest Neighbor Search in High-dimensional Vector Databases
Published 2024“…Based on the collected data, we train a linear regression model to predict the search performance. …”
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Thesis -
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Effect of positive-negative image ratio on the performance of pedestrian detection model
Published 2024“…Surprisingly, there is a scarcity of research addressing the optimal ratio of positive to negative images for training detection models. This study endeavors to fill this research gap by exploring various detection models and determining the ideal ratio. …”
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Article -
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Carbon nanomaterial/thermoplastic polyurethane composites for sports application : preparation, characterization and simulation
Published 2016“…Regarding the thermal stability, PU filled with 1 wt% FGO showed the largest extent of improvement. …”
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Thesis