π§ββοΈ Biography
Hello, My name is Van, I am a senior student at National Chung Shing University, Taichung, Taiwan, majoring in Applied Mathematics. Iβm also a prospective masterβs student and with the with the Advanced Computer Vision Laboratory (ACVLAB) at the Institute of Data Science, National Cheng Kung University (NCKU), Tainan, Taiwan, and I have begun to participate in various competitions and research in the ACVLAB.
I possess a profound passion for Deep Learning, Computer Vision, Generative AI, etc, with a special emphasis on Computer Vision.
Moreover, I am also fascinated by the multimodal area, which combines multiple, different deep learning tasks to make a model learn more information from data to solve more complex problems.
You can find my resume here (last updated May 22, 2024).
π₯ News
- 2024/07/21: Β ππ I receive the 1st performance in ICPR 2024 (Beyond Visible Spectrum: AI for Agriculture)!
- 2024/06/06: Β ππ I receive the Top Performance Award in ACMMM 2024 (Social Media Prediction Challenge)!
- 2024/05/15: Β ππ I receive the 3rd place in SMP Challenge in ACMMM 2024!
- 2024/03/06: Β ππ I receive the 2nd Position in the Auto-WCEBleedGen Challenge Version V2, in conjunted with ICIP 2024.
- 2021/10/22: Β ππ I receive the 2nd place in the Second XRun! Motion Sensing Technology Innovation Competition.
- 2021/08/19: Β ππ I receive the Titanium Medal Award in Green Idea Invention and Design Fair(best 10% teams).
- 2020/12/26: Β ππ I receive the Fourth Foxconn Scholarship recipient (one of only 30 students in Taiwan).
- 2018/06/02: Β ππ I receive the 1st place in the Asian Robotic Athletic Competition.
π Selected Publications
![sym](images/SMPD24.png)
Revisiting CLIP-Features for Learning Multi-Modal Representations from Social Posts
Submitted to ACM International Conference on Multimedia (ACMMM2024)
Chih-Chung Hsu, Chia-Ming Lee, Yu-Fan Lin, Yi-Shiuan Chou, Chih-Yu Jiang, Chi-Han Tsai
Keywords
- Vision-Language Model
- Social Media Analysis
π¨ Projects
![sym](images/OPIXray.jpg)
Developing an Automatic Prohibited Items Detection Model for Airport Luggage X ray Images Based on the Integration of Convolutional Neural Networks and Visual Transformers
Chih-En Kuo, Yu-Fan Lin
Keywords
- Deformable convolutions
- Contraband
![sym](images/Shooting_UI.jpg)
Human Factors Biomedical System for Shooting Training
Huang-Chu Huang, Yu-Fan Lin
Keywords
- System integration
- Microcontroller
- Shooting analysis
π Honors and Awards
- 2024.05: 3rd place, Socia Media Popularity Prediction Challenge, ACM International Conference on Multimedia (ACMMM).
- 2024.03: 2nd place (2/1200+), Auto-WCEBleedGen Challenge Version V2, IEEE International Conference on Image Processing (ICIP).
- 2024.03: Presidential Award, Department of Applied Mathematics (Data Science and Computing Program), National Chung Hsing University.
- 2023.10: Presidential Award, Department of Applied Mathematics (Data Science and Computing Program), National Chung Hsing University.
- 2021.10: 2nd place (2/30+), Second XRun! Motion Sensing Technology Innovation Competition.
- 2021.08: Titanium Medal Award (Top 10%), Green Idea Invention and Design Fair.
- 2020.12: Fourth Foxconn Scholarship recipient.
- 2018.06: 1st place (1/1500+), Asian Robotic Athletic Competition.
πΌ Projects
- 2024.7~: Brake system Defect Detection, Taiwan High Speed Rail.
- 2024.4~: Cybersecurity in distributed computing for remote sensing, NVIDIA Taiwan Research.
- 2024.3~: Scenario understanding and augmented intelligence, Industrial Technology Research Institute (ITRI).
- 2023.2~2024.3: Developing an Automatic Prohibited Items Detection Model for Airport Luggage X ray Images Based on the Integration of Convolutional Neural Networks and Visual Transformers, National Science and Technology Council (NSTC).
- 2023.2~2024.3: Plant Disease Analysis System, National Chung Hsing University. (Joint-project with Institute of Agronomy, National Chung Hsing University)
π Educations
- 2024.07 - (Now), M.S. National Cheng Kung University (NCKU), the Institute of Data Science, Taiwan.
- 2022.02 - 2024.06, B.S. National Chung Hsing University (NCHU), the Deparement of Applied Mathematics, Taiwan.
- 2020.09 - 2022.02, B.S. National Kaohsiung University of Science and Technology (NKUST), the Department of Telecommunication Engineering, Taiwan.