Article

Lim, Jit Yan and Lim, Kian Ming and Lee, Chin Poo and Tan, Yong Xuan (2024) SFT: Few-Shot Learning via Self-Supervised Feature Fusion With Transformer. IEEE Access, 12. pp. 86690-86703. ISSN 2169-3536

Lim, Jit Yan and Lim, Kian Ming and Lee, Chin Poo and Tan, Yong Xuan (2024) SSL-ProtoNet: Self-supervised Learning Prototypical Networks for few-shot learning. Expert Systems with Applications, 238. p. 122173. ISSN 0957-4174

Tan, Yong Xuan and Lee, Chin Poo and Neo, Mai and Lim, Kian Ming and Lim, Jit Yan (2023) Enhanced Text-to-Image Synthesis With Self-Supervision. IEEE Access, 11. pp. 39508-39519. ISSN 2169-3536

Tan, Yong Xuan and Lee, Chin Poo and Neo, Mai and Lim, Kian Ming and Lim, Jit Yan and Alqahtani, Ali (2023) Recent Advances in Text-to-Image Synthesis: Approaches, Datasets and Future Research Prospects. IEEE Access, 11. pp. 88099-88115. ISSN 2169-3536

Lim, Jit Yan and Lim, Kian Ming and Lee, Chin Poo and Tan, Yong Xuan (2023) SCL: Self-supervised contrastive learning for few-shot image classification. Neural Networks, 165. pp. 19-30. ISSN 0893-6080

Tan, Yong Xuan and Lee, Chin Poo and Neo, Mai and Lim, Kian Ming and Lim, Jit Yan (2023) Text-to-image synthesis with self-supervised bi-stage generative adversarial network. Pattern Recognition Letters, 169. pp. 43-49. ISSN 0167-8655

Tan, Yong Xuan and Lee, Chin Poo and Neo, Mai and Lim, Kian Ming and Lim, Jit Yan (2022) Enhanced Text-to-Image Synthesis Conditional Generative Adversarial Networks. IAENG International Journal of Computer Science, 14 (1). pp. 1-7. ISSN 1819-9224

Lim, Jit Yan and Lim, Kian Ming and Ooi, Shih Yin and Lee, Chin Poo (2021) Efficient-PrototypicalNet with self knowledge distillation for few-shot learning. Neurocomputing, 459. pp. 327-337. ISSN 0925-2312

Book Section

Tan, Xin Hui and Lim, Jit Yan and Lim, Kian Ming and Lee, Chin Poo (2023) COVID-19 Chest X-Ray Classification Using Residual Network. In: 2023 11th International Conference on Information and Communication Technology (ICoICT). IEEE, pp. 271-276. ISBN 979-8-3503-2198-2

Conference or Workshop Item

Tan, Xin Hui and Lim, Jit Yan and Lim, Kian Ming and Lee, Chin Poo (2023) COVID-19 Chest X-Ray Classification Using Compact Convolutional Transformer. In: 2023 11th International Conference on Information and Communication Technology (ICoICT), 23-24 August 2023, Melaka, Malaysia.

Lim, Yu Jie and Lim, Kian Ming and Lee, Chin Poo and Chang, Roy Kwang Yang and Lim, Jit Yan (2023) COVID-19 Identification and Analysis with CT Scan Images using DenseNet and Support Vector Machine. In: 2023 11th International Conference on Information and Communication Technology (ICoICT), 23-24 August 2023, Melaka, Malaysia.

Meng, Chew Chee and Lim, Kian Ming and Lee, Chin Poo and Lim, Jit Yan (2023) Credit Card Fraud Detection using TabNet. In: 2023 11th International Conference on Information and Communication Technology (ICoICT), 23-24 August 2023, Melaka, Malaysia.

Lee, Kim Wang and Lim, Jit Yan and Lim, Kian Ming and Lee, Chin Poo (2023) Face Presentation Attack Detection via Ensemble Learning Algorithm. In: 2023 IEEE 11th Conference on Systems, Process & Control (ICSPC), 16-16 December 2023, Malacca, Malaysia.

Cheah, Tuck Feng and Lee, Chin Poo and Lim, Kian Ming and Lim, Jit Yan (2023) Facial Expression Classification with Deep Learning: A Comparative Study. In: 2023 IEEE 11th Conference on Systems, Process & Control (ICSPC), 16-16 December 2023, Malacca, Malaysia.

Chang, Jia Xiu and Lee, Chin Poo and Lim, Kian Ming and Lim, Jit Yan (2023) Facial Expression Recognition with Machine Learning. In: 2023 11th International Conference on Information and Communication Technology (ICoICT), 23-24 August 2023, Melaka, Malaysia.

Shee, Jun Xian and Lim, Kian Ming and Lee, Chin Poo and Lim, Jit Yan (2023) Flower Species Recognition using DenseNet201 and Multilayer Perceptron. In: 2023 11th International Conference on Information and Communication Technology (ICoICT), 23-24 August 2023, Melaka, Malaysia.

Tan, Siao Wah and Lee, Chin Poo and Lim, Kian Ming and Lim, Jit Yan (2023) Food Detection and Recognition with Deep Learning: A Comparative Study. In: 2023 11th International Conference on Information and Communication Technology (ICoICT), 23-24 August 2023, Melaka, Malaysia.

Ong, Jia You and Lim, Kian Ming and Lee, Chin Poo and Lim, Jit Yan (2023) Forex Daily Price Prediction Using Gated Recurrent Unit. In: 2023 IEEE 11th Conference on Systems, Process & Control (ICSPC), 16-16 December 2023, Malacca, Malaysia.

Tan, Chun Keat and Lim, Kian Ming and Lee, Chin Poo and Chang, Roy Kwang Yang and Lim, Jit Yan (2023) HGR-ResNet: Hand Gesture Recognition with Enhanced Residual Neural Network. In: 2023 11th International Conference on Information and Communication Technology (ICoICT), 23-24 August 2023, Melaka, Malaysia.

Chong, You Li and Lee, Chin Poo and Lim, Kian Ming and Lim, Jit Yan (2023) Hand Gesture Recognition with Deep Convolutional Neural Networks: A Comparative Study. In: 2023 IEEE 11th Conference on Systems, Process & Control (ICSPC), 16-16 December 2023, Malacca, Malaysia.

Mook, Chui En and Lee, Chin Poo and Lim, Kian Ming and Lim, Jit Yan (2023) Handwritten Character and Digit Recognition with Deep Convolutional Neural Networks: A Comparative Study. In: 2023 11th International Conference on Information and Communication Technology (ICoICT), 23-24 August 2023, Melaka, Malaysia.

Lew, Ching Hong and Lim, Kian Ming and Lee, Chin Poo and Lim, Jit Yan (2023) Human Activity Classification Using Recurrence Plot and Residual Network. In: 2023 IEEE 11th Conference on Systems, Process & Control (ICSPC), 16-16 December 2023, Malacca, Malaysia.

Ng, Song Yi and Lim, Kian Ming and Lee, Chin Poo and Lim, Jit Yan (2023) Sentiment Analysis using DistilBERT. In: 2023 IEEE 11th Conference on Systems, Process & Control (ICSPC), 16-16 December 2023, Malacca, Malaysia.

Lim, Yu Jie and Lim, Kian Ming and Chang, Roy Kwang Yang and Lee, Chin Poo and Lim, Jit Yan (2023) ViTMed: Vision Transformer for Medical Image Analysis. In: 2023 11th International Conference on Information and Communication Technology (ICoICT), 23-24 August 2023, Melaka, Malaysia.

Tan, Jun Zhi and Lim, Jit Yan and Lim, Kian Ming and Lee, Chin Poo (2023) Weather Image Recognition Using Vision Transformer. In: 2023 IEEE 11th Conference on Systems, Process & Control (ICSPC), 16-16 December 2023, Malacca, Malaysia.

Tan, Jun Zhi and Lee, Chin Poo and Lim, Kian Ming and Lim, Jit Yan (2023) Yoga Pose Estimation with Machine Learning. In: 2023 11th International Conference on Information and Communication Technology (ICoICT), 23-24 August 2023, Melaka, Malaysia.

Thesis

Lim, Jit Yan (2022) Self-Supervised Metric-Based Meta-Learning for Few-Shot Image classification. PhD thesis, Multimedia University.