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@hustvl

HUST Vision Lab

HUST Vision Lab of the School of EIC in HUST. Lab Lead @xinggangw

Welcome to the Vision Lab @ HUST!

🙋‍♀️ Introduction

Hello! This is the GitHub space for the Vision Lab led by Professor Xinggang Wang. We are based at the Artificial Intelligence Institute, School of Electronic Information and Communications, Huazhong University of Science and Technology (HUST).

Our research focuses on computer vision and deep learning. We are particularly interested in:

  • Multimodal Foundation Models
  • Visual Representation Learning
  • Object Detection, Segmentation, and Tracking

Our group strives to push the boundaries of visual intelligence and has produced highly influential works in the field, including CCNet, Mask Scoring R-CNN, FairMOT, ByteTrack, and EVA.

🌈 Contribution Guidelines & Collaboration

We actively contribute to the research community through publications and open-source projects.

  • Research Collaboration: We are open to collaborations in our areas of interest. Please feel free to reach out to Prof. Xinggang Wang (xgwang # hust.edu.cn).
  • Prospective Students: Our group has a strong track record of mentoring Ph.D. and Master's students who lead impactful publications. Interested students can find more information on Prof. Wang's faculty page.
  • Using Our Code: You are welcome to explore and use the code in our repositories. Please ensure you cite the corresponding publications appropriately. Specific details can usually be found in the README files of individual repositories.
  • Contributing to Projects: For guidelines on contributing to specific projects (e.g., bug reports, pull requests), please check the individual repositories.

👩‍💻 Useful Resources

Pinned Loading

  1. Vim Vim Public

    [ICML 2024] Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model

    Python 3.5k 241

  2. LightningDiT LightningDiT Public

    [CVPR 2025 Oral] Reconstruction vs. Generation: Taming Optimization Dilemma in Latent Diffusion Models

    Python 921 28

  3. 4DGaussians 4DGaussians Public

    [CVPR 2024] 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering

    Jupyter Notebook 2.8k 248

  4. VAD VAD Public

    [ICCV 2023] VAD: Vectorized Scene Representation for Efficient Autonomous Driving

    Python 963 113

  5. MapTR MapTR Public

    [ICLR'23 Spotlight & ECCV'24 & IJCV'24] MapTR: Structured Modeling and Learning for Online Vectorized HD Map Construction

    Python 1.3k 208

  6. SparseInst SparseInst Public

    [CVPR 2022] SparseInst: Sparse Instance Activation for Real-Time Instance Segmentation

    Python 603 73

Repositories

Showing 10 of 105 repositories
  • LightningDiT Public

    [CVPR 2025 Oral] Reconstruction vs. Generation: Taming Optimization Dilemma in Latent Diffusion Models

    hustvl/LightningDiT’s past year of commit activity
    Python 921 MIT 28 2 0 Updated Jun 12, 2025
  • PersonViT Public

    PersonViT: Large-scale Self-supervised Vision Transformer for Person Re-Identification

    hustvl/PersonViT’s past year of commit activity
    Python 27 Apache-2.0 4 2 0 Updated Jun 11, 2025
  • MIM4D Public

    [IJCV 2025] MIM4D: Masked Modeling with Multi-View Video for Autonomous Driving Representation Learning

    hustvl/MIM4D’s past year of commit activity
    Python 68 Apache-2.0 1 2 0 Updated May 30, 2025
  • PixelHacker Public

    PixelHacker: Image Inpainting with Structural and Semantic Consistency

    hustvl/PixelHacker’s past year of commit activity
    Python 402 Apache-2.0 12 8 0 Updated May 20, 2025
  • hustvl/GroundingSuite’s past year of commit activity
    Python 61 1 1 0 Updated May 20, 2025
  • mmMamba Public

    The first decoder-only multimodal state space model

    hustvl/mmMamba’s past year of commit activity
    Python 92 MIT 3 3 0 Updated May 19, 2025
  • MaskAdapter Public

    [CVPR 2025] Official repository of the paper "Mask-Adapter: The Devil is in the Masks for Open-Vocabulary Segmentation"

    hustvl/MaskAdapter’s past year of commit activity
    Python 98 Apache-2.0 1 6 0 Updated May 19, 2025
  • MaTVLM Public
    hustvl/MaTVLM’s past year of commit activity
    Python 42 Apache-2.0 2 1 0 Updated May 13, 2025
  • hustvl/hustvl.github.io’s past year of commit activity
    HTML 1 BSD-3-Clause 2 0 0 Updated Apr 30, 2025
  • OmniMamba Public

    OmniMamba: Efficient and Unified Multimodal Understanding and Generation via State Space Models

    hustvl/OmniMamba’s past year of commit activity
    Python 127 MIT 5 3 0 Updated Apr 25, 2025
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