text-to-image-generation

There are 118 repositories under text-to-image-generation topic.

  • NVlabs/Sana

    SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformer

    Language:Python4.5k75228296

  • Lightricks/ComfyUI-LTXVideo

    LTX-Video Support for ComfyUI

    Language:Python2.3k8136217

  • adobe-research/custom-diffusion

    Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)

    Language:Python2k3194140

  • FoundationVision/Infinity

    [CVPR 2025 Oral]Infinity ∞ : Scaling Bitwise AutoRegressive Modeling for High-Resolution Image Synthesis

    Language:Python1.4k2411778

  • muzishen/IMAGDressing

    [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 fidelity and garment consistency for virtual dressing.

    Language:Python1.3k1456113

  • songweige/rich-text-to-image

    Rich-Text-to-Image Generation

    Language:Python801191868
  • Liquid

    FoundationVision/Liquid

    Liquid: Language Models are Scalable and Unified Multi-modal Generators

    Language:Python6142434

  • donahowe/AutoStudio

    AutoStudio: Crafting Consistent Subjects in Multi-turn Interactive Image Generation

    Language:Jupyter Notebook438104733

  • Paranioar/Awesome_Matching_Pretraining_Transfering

    The Paper List of Large Multi-Modality Model (Perception, Generation, Unification), Parameter-Efficient Finetuning, Vision-Language Pretraining, Conventional Image-Text Matching for Preliminary Insight.

    42813549

  • OSU-NLP-Group/MagicBrush

    [NeurIPS'23] "MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing".

    Language:Python37652615

  • woctezuma/stable-diffusion-colab

    Colab notebook for Stable Diffusion Hyper-SDXL.

    Language:Jupyter Notebook32641081

  • byteflow-ai/TokenFlow

    [CVPR 2025] 🔥 Official impl. of "TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation".

    Language:Python3056271

  • huggingface/diffusion-fast

    Faster generation with text-to-image diffusion models.

    Language:Python2266415

  • CFGpp-diffusion/CFGpp

    Official repository for "CFG++: manifold-constrained classifier free guidance for diffusion models" (ICLR2025)

    Language:Python2247126

  • RockeyCoss/SPO

    [CVPR 2025] Aesthetic Post-Training Diffusion Models from Generic Preferences with Step-by-step Preference Optimization

    Language:Python1975256

  • yunqing-me/AttackVLM

    [NeurIPS-2023] Annual Conference on Neural Information Processing Systems

    Language:Python18712414

  • tsunghan-wu/SLD

    🔥 [CVPR2024] Official implementation of "Self-correcting LLM-controlled Diffusion Models (SLD)

    Language:Python182358

  • GuoLanqing/Awesome-High-Resolution-Diffusion

    🔥🔥🔥A curated list of papers on recent diffusion-based high-resolution image and video synthesis works.

    153925

  • ExplainableML/ReNO

    [NeurIPS 2024] ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization

    Language:Python13451111

  • zituitui/BELM

    [NeurIPS 2024] Official implementation of "BELM: Bidirectional Explicit Linear Multi-step Sampler for Exact Inversion in Diffusion Models".

    Language:Python1232127

  • louisYen/Gen4Gen

    🏞️ Official implementation of "Gen4Gen: Generative Data Pipeline for Generative Multi-Concept Composition"

    Language:Python108955

  • somepago/DCR

    Official Pytorch repo of CVPR'23 and NeurIPS'23 papers on understanding replication in diffusion models.

    Language:Python1053125

  • QY-H00/attention-interpolation-diffusion

    [NeurIPS 2024] Official Implementation of Attention Interpolation of Text-to-Image Diffusion

    Language:Jupyter Notebook97214

  • j-min/DSG

    Davidsonian Scene Graph (DSG) for Text-to-Image Evaluation (ICLR 2024)

    Language:Jupyter Notebook86385

  • yandex-research/swd

    Scale-wise Distillation of Diffusion Models

    862

  • Correr-Zhou/MagicTailor

    [arXiv 2024] Offical implementation of the paper "MagicTailor: Component-Controllable Personalization in Text-to-Image Diffusion Models".

    Language:Python84843

  • CSU-JPG/TextAtlas

    A Large-scale Dataset for training and evaluating model's ability on Dense Text Image Generation

    Language:Python78430

  • YonghaoXu/Txt2Img-MHN

    [IEEE TIP 2023] Txt2Img-MHN: Remote Sensing Image Generation from Text Using Modern Hopfield Networks

    Language:Python751117

  • glami/glami-1m

    The largest multilingual image-text classification dataset. It contains fashion products.

    Language:Jupyter Notebook73627

  • mapo-t2i/mapo

    Official codebase for Margin-aware Preference Optimization for Aligning Diffusion Models without Reference (MaPO).

    Language:Python71148

  • YangLing0818/ContextDiff

    [ICLR 2024] Contextualized Diffusion Models for Text-Guided Image and Video Generation

    Language:Python70484

  • humansensinglab/ITI-GEN

    [ICCV 2023 Oral, Best Paper Finalist] ITI-GEN: Inclusive Text-to-Image Generation

    Language:Python680711

  • PangzeCheung/SingDiffusion

    [CVPR 2024] Tackling the Singularities at the Endpoints of Time Intervals in Diffusion Models

    Language:Python66324

  • haoosz/ConceptExpress

    [ECCV 2024 Oral] ConceptExpress: Harnessing Diffusion Models for Single-image Unsupervised Concept Extraction

    Language:Python65358

  • j-min/VPGen

    Visual Programming for Text-to-Image Generation and Evaluation (NeurIPS 2023)

    Language:Jupyter Notebook56133

  • HotpotDesign/api-examples

    This repository illustrates how to use the Hotpot.ai API. Our API provides Stable Diffusion, image generator, text-to-image generator, background removal, image upscaler, photo restoration, and picture colorization.

    54228