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Ephemeral182/README.md
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🧑‍🎓 About Me

🎓 PhD Student & AI Researcher at Hong Kong University of Science and Technology (Guangzhou)
🔬 Research Focus: AIGC, Multimodal Large Language Models, Image Restoration
📍 Location: Guangzhou, China
🌐 Website: ephemeral182.github.io

🛠️ Featured Projects

🎯 PosterCraft (arXiv'2025)

Rethinking High-Quality Aesthetic Poster Generation in a Unified Framework

🌦️ T3-DiffWeather (ECCV'2024)

Teaching Tailored to Talent: Adverse Weather Restoration via Prompt Pool and Depth-Anything Constraint

🔍 UDR-S2Former (ICCV'2023)

Sparse Sampling Transformer with Uncertainty-Driven Ranking for Unified Removal of Raindrops and Rain Streaks

📊 Latest News & GitHub Stats

GitHub Stats

🌟 Latest News

  • 🚀 Jun 2025: Released PosterCraft framework.
  • 🎉 Jun 2025: GenHaze accepted by ICCV'2025.
  • 📄 Apr 2025: GPT-4o evaluation report on arXiv.
  • 🎊 Feb 2025: 3 papers accepted by CVPR'2025.
  • 🎉 Sept 2024: 1 paper accepted by NeurIPS'2024.
  • 🎊 Jul 2024: 1 paper accepted by ECCV'2024.

📫 Let's Connect!

🌐 Website: ephemeral182.github.io | 🎓 Scholar: Google Scholar | 📧 Email: ephemeral182@gmail.com


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  1. MeiGen-AI/PosterOmni MeiGen-AI/PosterOmni Public

    [CVPR2026] PosterOmni: One model for poster creation—unifying local edits and global design for generalized multi-task image/poster-to-poster generation.

    Python 184 10

  2. MeiGen-AI/PosterCraft MeiGen-AI/PosterCraft Public

    [ICLR2026] Rethinking High-Quality Aesthetic Poster Generation in a Unified Framework

    Python 899 50

  3. PosterCraft PosterCraft Public

    [ICLR'26] Rethinking High-Quality Aesthetic Poster Generation in a Unified Framework

    Python 533 34

  4. UDR-S2Former_deraining UDR-S2Former_deraining Public

    [ICCV'23] Sparse Sampling Transformer with Uncertainty-Driven Ranking for Unified Removal of Raindrops and Rain Streaks

    Python 148 8

  5. ECCV24_T3-DiffWeather ECCV24_T3-DiffWeather Public

    [ECCV‘24] Teaching Tailored to Talent: Adverse Weather Restoration via Prompt Pool and Depth-Anything Constraint

    Python 46 1

  6. Empirical-Study-of-GPT-4o-Image-Gen Empirical-Study-of-GPT-4o-Image-Gen Public

    An Empirical Study of GPT-4o Image Generation Capabilities

    29