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GAInuist/README.md

GAI-nuist

🏠 About

GAI, a research group affiliated with School of Artificial Intelligence at Nanjing University of Information Science and Technology (NUIST). The group is led by Professor Yuan Zhou. Contact us via [email protected]. Our team is closely working with Haoran Duan in Tsinghua University. Welcome to collaborate and communicate.

🔥 News

  • 2025.12 Codes of TD-Attn and ReaSon Are Released.
  • 2025.11 🎉🎉 Two Papers Are Accepted to AAAI 2026. Congratulations to Shilong Jin (TD-Attn) and Litao Hua (ReaSon)! Codes of the Papers Are Coming Soon.
  • 2025.11 🎉 ZeroDINO Is Accepted to MMM 2026. Congratulations to Zhixuan Deng! Project Page
  • 2025.6 Undergraduate Member Yifan Zhu Published a Paper Titled DFAN++ in Neurocomputing. Project Page
  • 2025.5 Code of ZeroDINO Is Released.
  • 2025.4 Attention in Diffusion Models: A Survey Is Released on arXiv. Paper
  • 2025.4 Code of ConsDreamer Is Released. Project Page
  • 2023.11 Graduate Student Lei Xiang Published a Paper Titled DFAN at the BMVC 2023. Project Page

👥 Team Members

🎓 Current Members

🎓 Alumni

  • Yifan Zhu – Former Undergraduate Student (Admitted to Nanjing University of Science and Technology for Master's)
  • Lei Xiang – Former Graduate Student (Currently pursuing Ph.D. at Nagoya University)
  • Fan Liu – Former Graduate Student (Now working in industry)

🔬 Research Areas

  • 🧠 Zero-shot Learning
  • 🖼️ Image & 3D Generation
  • 🎞️ Video Understanding
  • ✂️ Video Segmentation
  • 📊 Multimodal Representation Learning
  • 🤖 Embodied Intelligence

Pinned Loading

  1. DFANpp DFANpp Public

    Python 4

  2. ConsDreamer ConsDreamer Public

    ConsDreamer: Advancing Multi-View Consistency for Zero-Shot Text-to-3D Generation

    Python 1 2

  3. DFAN DFAN Public

    Forked from Sion1/DFAN

    Python 1

  4. ZeroDINO ZeroDINO Public

    [MMM'26]ZeroDINO

    Python 1

  5. robin-hlt/AAAI26-ReaSon robin-hlt/AAAI26-ReaSon Public

    [AAAI 2026] The code repository for "ReaSon: Reinforced Causal Search with Information Bottleneck for Video Understanding" in PyTorch.

    Python 6 3

  6. AAAI26-TDAttn AAAI26-TDAttn Public

    Forked from kimslong/AAAI26-TDAttn

    [AAAI 2026] The code repository for "Debiasing Diffusion Priors via 3D Attention for Consistent Gaussian Splatting" in PyTorch.

    Python