cv
Basics
| Name | Wei-Tung Lin |
| Label | Visiting Researcher at KAIST Visual AI Group | Computer Science M.S. Student at NTUST |
| weitung8@gmail.com | |
| Github | https://github.com/weitunglin |
| Website | https://weitunglin.github.io |
| Summary | I am Wei-Tung Lin, a M.S. student at NTUST under the supervision of Prof. Kai-Lung Hua. I'm currently an exchange student at KAIST, also vistor at Visual AI Group. I received my B.S degree in Computer Science at NTUST in Jan. 2023. Committed to the field of Computer Vision Deep Learning. |
Publications
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2024.06.12 PixMamba: Leveraging State Space Models in a Dual-Level Architecture for Underwater Image Enhancement
Asian Conference on Computer Vision (ACCV), 2024
Proposed a novel dual-level architecture for underwater image enhancement, which leverages state space models to enhance the performance of the model.
Work
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2024.09 - Present -
2021.09 - Present Research Assistant
Prof. Kai-Lung Hua Lab, National Taiwan University of Science and Technology
Work on several NSTC projects and industry collaborations in deep learning, including computer vision, multi-modal learning, and autonomous driving.
- Designed and enhanced Multi-modal Perception Module for Autonomous Vehicles
- Developed deep learning models for Event Cameras and Motion Vector Sensors
- Contributed to multi-sensor intergration with deep learning for Level-2 Advanced Driver Assistance Systems (ADAS) features development at MICROMAX
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2021.07 - 2022.02 Software Engineer Intern
Heroic Faith
Engineered ETL (data pipeline) and implemented CI/CD workflows.
- Developed end-to-end data pipeline using Apache Airflow
- Implemented GitLab CI/CD for build and test automation
Education
Skills
| Deep Learning | |
| PyTorch | |
| CNNs | |
| Transformers | |
| State-space Models |
| Platforms | |
| Docker | |
| Linux |
| Other | |
| Latex |
Languages
| Chinese | |
| Native |
| English | |
| Fluent (IELTS 6.5) |
Interests
| Deep Learning | |
| Computer Vision |
| Sports | |
| Badminton |