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muzishen/README.md

Hi there 👋

logo

  • 🎓 Research Fellow
  • 📖 Biography
  • 🔭 Large Model Safety; AIGC; Agent; Detection; Segmentation; Retrieval; ReID;
  • 😄 PS: I am seeking self-motivated Ph.D., M.S., and undergraduate students interested in multimodal safety and controllable generation. If interested, please email your CV to [email protected]!

👉 Project Guide:

  • IMAGDressing: Controllable dressing generation. [可控穿衣生成]
  • IMAGGarment: Fine-grained controllable garment generation. [可控服装生成]
  • IMAGHarmony: Controllable image editing with consistent object layout. [可控多目标编辑]
  • IMAGPose: Pose-guided person generation with high fidelity. [可控多模式人物生成]
  • RCDMs: Rich-contextual conditional diffusion for story visualization. [可控故事生成]
  • PCDMs: Progressive conditional diffusion for pose-guided image synthesis. [可控人物生成]
  • V-Express: Explores strong and weak conditional relationships for portrait video generation. [可控数字人生成]
  • FaceShot: Talkingface plugin for any character. [可控动漫数字人生成]
  • CharacterShot: Controllable and consistent 4D character animation framework. [可控4D角色生成]
  • StyleTailor: An Agent for personalized fashion styling. [个性化时尚Agent]
  • SignVip: Controllable sign language video generation. [可控手语生成]
  • Duix.Avatar: An open-source AI avatar. [私有化数字人]

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  1. IMAGDressing IMAGDressing Public

    [AAAI 2025]👔IMAGDressing👔: Interactive Modular Apparel Generation for Virtual Dressing. It enables customizable human image generation with flexible garment, pose, and scene control, ensuring high …

    Python 1.3k 113

  2. tencent-ailab/PCDMs tencent-ailab/PCDMs Public

    Implementation code:Advancing Pose-Guided Image Synthesis with Progressive Conditional Diffusion Models

    Jupyter Notebook 184 14

  3. IMAGPose IMAGPose Public

    [NeurIPS 2024] 🕺IMAGPose🕺: A Unified Conditional Framework for Pose-Guided Person Generation. IMAGPose enables versatile pose-guided image generation with high detail fidelity, pose alignment, and …

    Python 56 6

  4. IMAGHarmony IMAGHarmony Public

    🧩 IMAGHarmony 🧩: Controllable image editing with consistent object quantity and layout. A structure-aware framework that ensures high fidelity and coherence in complex multi-object edits. IMAGHarmo…

    Python 23

  5. IMAGGarment IMAGGarment Public

    🎨 IMAGGarment🎨 : Fine-Grained Garment Generation with Controllable Structure, Color, and Logo. It supports precise and customizable garment synthesis guided by multi-conditions (e.g., sketch, colo…

    Python 47 3

  6. RCDMs RCDMs Public

    [AAAI 2025] 🎬RCDMs🎬: Boosting Consistency in Story Visualization with Rich-Contextual Conditional Diffusion Models. RCDMs improve story generation with strong semantic and temporal consistency, int…

    Python 36 2