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<!DOCTYPE html>
<html>
<head>
<!--Import materialize.css-->
<link type="text/css" rel="stylesheet" href="assets/materialize/css/materialize.min.css" media="screen,projection"/>
<link href="https://fonts.googleapis.com/css?family=Inconsolata" rel="stylesheet" type="text/css">
<!--Import Google Icon Font-->
<link href="https://fonts.googleapis.com/icon?family=Material+Icons" rel="stylesheet">
<!--Let browser know website is optimized for mobile-->
<meta name="viewport" content="width=device-width, initial-scale=1.0"/>
<style>
*{
font-weight: lighter;
}
</style>
</head>
<body class="blue-grey darken-1">
<div class="parallax-container" style="height: 200px;">
<div class="parallax"><img src="assets/img/parallax1.jpg" /></div>
</div>
<div class="section">
<div class="row container">
<div class="col s12 m10 offset-m1">
<div class="card-panel grey lighten-5 z-depth-1" style="position: relative; top: -50px;">
<div class="row valign-wrapper">
<div class="col s2">
<img src="assets/img/cp.jpg" class="circle responsive-img" />
</div>
<div class="col s10">
<h4 class="header" style="margin-top: 0px;">Jit Yan Lim</h4>
<a class="waves-effect waves-light btn" href="mailto:jityan95@gmail.com"><i class="material-icons left">email</i>jityan95@gmail.com</a>
<a class="waves-effect waves-light btn" href="https://github.com/Jityan"><i class="material-icons left">public</i>GitHub</a>
</div>
</div>
<div class="divider"></div>
<h5 class="header">About Me</h5>
<div class="row">
<div class="col s12">
<span>Jit Yan Lim received B.IT (Hons) in Artificial Intelligence and Ph.D. (I.T.) from <a href="https://www.mmu.edu.my/melaka/">Multimedia University</a>.
He is currently a Lecturer with the Faculty of Information Science and Technology, Multimedia University. His teaching and research interests are machine learning and computer vision.</span>
</div>
</div>
<div class="divider"></div>
<h5 class="header">Education</h5>
<div class="row valign-wrapper">
<div class="col s2"><img src="assets/img/mmulogo.png" class="responsive-img" /></div>
<div class="col s10">
<span>Multimedia University (MMU) Malacca Campus, Malaysia</span>
<br />
<span>Doctor of Philosophy (Ph.D.) Information Technology</span>
<br />
<span>(Jan 2020 - May 2023)</span>
<br />
<span>Completed</span>
</div>
</div>
<!--<div class="divider"></div>-->
<div class="row valign-wrapper">
<div class="col s2"><img src="assets/img/mmulogo.png" class="responsive-img" /></div>
<div class="col s10">
<span>Multimedia University (MMU) Malacca Campus, Malaysia</span>
<br />
<span>Bachelor of Information Technology (Hons.) Artificial Intelligence</span>
<br />
<span>(Nov 2016 - May 2019)</span>
<br />
<span>CGPA: 3.98/4.00</span>
</div>
</div>
<div class="divider"></div>
<h5 class="header">Publications</h5>
<div class="row">
<div class="col s12">
<div class="section">
<h6 class="header" style="margin-top: 0px;"><a href="https://doi.org/10.1109/ACCESS.2024.3416327">SFT: Few-Shot Learning via Self-supervised Feature Fusion with Transformer</a> (2024) [<a href='https://github.com/Jityan/sft'>Code</a>]</h6>
<span><em>Jit Yan Lim, Kian Ming Lim, Chin Poo Lee, Yong Xuan Tan</em></span>
<br />
<span>IEEE Access</span>
</div>
<div class="divider"></div>
<div class="section">
<h6 class="header" style="margin-top: 0px;"><a href="https://doi.org/10.1016/j.eswa.2023.122173">SSL-ProtoNet: Self-supervised Learning Prototypical Networks for few-shot learning</a> (2024) [<a href='https://github.com/Jityan/sslprotonet'>Code</a>]</h6>
<span><em>Jit Yan Lim, Kian Ming Lim, Chin Poo Lee, Yong Xuan Tan</em></span>
<br />
<span>Expert Systems with Applications</span>
</div>
<div class="divider"></div>
<div class="section">
<h6 class="header" style="margin-top: 0px;"><a href="https://doi.org/10.1109/access.2023.3306422">Recent Advances in Text-to-Image Synthesis: Approaches, Datasets and Future Research Prospects</a> (2023)</h6>
<span><em>Yong Xuan Tan, Chin Poo Lee, Mai Neo, Kian Ming Lim, Jit Yan Lim, Ali Alqahtani</em></span>
<br />
<span>IEEE Access</span>
</div>
<div class="divider"></div>
<div class="section">
<h6 class="header" style="margin-top: 0px;"><a href="https://doi.org/10.1016/j.neunet.2023.05.037">SCL: Self-supervised contrastive learning for few-shot image classification</a> (2023) [<a href='https://github.com/Jityan/SCLfewshot'>Code</a>]</h6>
<span><em>Jit Yan Lim, Kian Ming Lim, Chin Poo Lee, Yong Xuan Tan</em></span>
<br />
<span>Neural Networks</span>
</div>
<div class="divider"></div>
<div class="section">
<h6 class="header" style="margin-top: 0px;"><a href="https://doi.org/10.1109/access.2023.3268869">Enhanced Text-to-Image Synthesis With Self-Supervision</a> (2023) [<a href="https://github.com/Jityan/SSTiGAN">Code</a>]</h6>
<span><em>Yong Xuan Tan, Chin Poo Lee, Mai Neo, Kian Ming Lim, Jit Yan Lim</em></span>
<br />
<span>IEEE Access</span>
</div>
<div class="divider"></div>
<div class="section">
<h6 class="header" style="margin-top: 0px;"><a href="https://doi.org/10.1016/j.patrec.2023.03.023">Text-to-Image Synthesis with Self-Supervised Bi-Stage Generative Adversarial Network</a> (2023) [<a href="https://github.com/Jityan/SSBiGAN">Code</a>]</h6>
<span><em>Yong Xuan Tan, Chin Poo Lee, Mai Neo, Kian Ming Lim, Jit Yan Lim</em></span>
<br />
<span>Pattern Recognition Letters</span>
</div>
<div class="divider"></div>
<div class="section">
<h6 class="header" style="margin-top: 0px;"><a href="http://www.iaeng.org/IJCS/issues_v49/issue_1/IJCS_49_1_16.pdf">Enhanced Text-to-Image Synthesis Conditional Generative Adversarial Networks</a> (2022)</h6>
<span><em>Yong Xuan Tan, Chin Poo Lee, Mai Neo, Kian Ming Lim, Jit Yan Lim</em></span>
<br />
<span>IAENG International Journal of Computer Science</span>
</div>
<div class="divider"></div>
<div class="section">
<h6 class="header" style="margin-top: 0px;"><a href="https://www.sciencedirect.com/science/article/pii/S0925231221010262">Efficient-PrototypicalNet with self knowledge distillation for few-shot learning</a> (2021) [<a href='https://github.com/Jityan/efficientprotonet'>Code</a>]</h6>
<span><em>Jit Yan Lim, Kian Ming Lim, Shih Yin Ooi, Chin Poo Lee</em></span>
<br />
<span>Neurocomputing</span>
</div>
<div class="divider"></div>
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</div>
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