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AlanjyHuang/README.md

๐Ÿ‘‹ Hi, I'm Alan Huang

๐ŸŽ“ Master of Electrical and Computer Engineering @ Rice University
๐Ÿง  Passionate about Computer Vision, Machine Learning, and Autonomous Systems
๐Ÿ” Currently: Inverse Imaging with INR | Kolmogorovโ€“Arnold Networks (KAN)
๐Ÿ“ Based in Houston, TX / Hsinchu, Taiwan


๐Ÿ”ญ Interests

๐Ÿ“Œ Implicit Neural Representations (INR) ๐Ÿฉป Inverse Imaging (Denoising, Super-Resolution, CT)
๐Ÿง  Computer Vision Problems โš™๏ธ Efficient Deep Learning (KAN)
๐Ÿš— ML for Autonomous Driving ๐Ÿ–ผ๏ธ Generative Image Modeling (VAE, GAN, Diffusion)

๐Ÿ› ๏ธ Technologies & Tools


๐Ÿš€ Featured Projects

Project Description
STRAINER++ Research on extening STRAINER for improved inverse imaging (denoising, super-resolution, CT)
CLIP Cross-Modal Image Pairing Semantic understanding and scene separation using vision-language models (CLIP)
Planning Under Uncertainty Implemented a Stochastic Motion Roadmap (SMR) planner in under uncertainty.

๐Ÿ“ซ Let's Connect

โœ‰๏ธ Email: ah212@rice.edu ย  โ€ข ย  ๐Ÿ’ผ LinkedIn


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  1. Extend-STRAINER-to-Inverse-Imaging-Tasks Extend-STRAINER-to-Inverse-Imaging-Tasks Public

    Exploring STRAINER and KAN for solving inverse problems in medical imaging.

    Jupyter Notebook

  2. Planning-Under-Uncertainty Planning-Under-Uncertainty Public

    Forked from joshhan619/comp550_project_g

    Robotic Algorithm course project repo for research on planning and decision-making under uncertainty.

    C++

  3. Q-learning-with-Four-in-a-Row Q-learning-with-Four-in-a-Row Public

    Forked from snsd0805/Q-learning-with-Four-in-a-Row

    C

  4. joshhan619/CLIP_Cross_Modal_IMC2025 joshhan619/CLIP_Cross_Modal_IMC2025 Public

    Jupyter Notebook