Yu-Fan Lin

Yu-Fan Lin

National Chung Hsing University (NCHU)

🧍‍♂️ Biography

Hello, My name is Van, I am a senior student at National Chung Shing University, Taichung, Taiwan, majoring in Applied Mathematics. I’m also a prospective master’s 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).

🔥 News

  • 2024/07/21:  🎉🎉 I receive the 1st performance in ICPR 2024 (Beyond Visible Spectrum: AI for Agriculture)!
  • 2024/06/06:  🎉🎉 I receive the Top Performance Award in ACMMM 2024 (Social Media Prediction Challenge)!
  • 2024/05/15:  🎉🎉 I receive the 3rd place in SMP Challenge in ACMMM 2024!
  • 2024/03/06:  🎉🎉 I receive the 2nd Position in the Auto-WCEBleedGen Challenge Version V2, in conjunted with ICIP 2024.
  • 2021/10/22:  🎉🎉 I receive the 2nd place in the Second XRun! Motion Sensing Technology Innovation Competition.
  • 2021/08/19:  🎉🎉 I receive the Titanium Medal Award in Green Idea Invention and Design Fair(best 10% teams).
  • 2020/12/26:  🎉🎉 I receive the Fourth Foxconn Scholarship recipient (one of only 30 students in Taiwan).
  • 2018/06/02:  🎉🎉 I receive the 1st place in the Asian Robotic Athletic Competition.

📝 Selected Publications

Submitted to ACMMM2024
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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

🔨 Projects

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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
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Human Factors Biomedical System for Shooting Training

Huang-Chu Huang, Yu-Fan Lin

Keywords

  • System integration
  • Microcontroller
  • Shooting analysis

🎖 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.

💼 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)

📖 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.

💼 Academic Services

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