text-to-image-generation

There are 6 repositories under text-to-image-generation topic.

• adobe-research / custom-diffusion

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

  computer-visioncustomizationdiffusion-modelsfew-shotfine-tuningpytorchtext-to-image-generation
  Language:Python 1926

• 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.

  datasetsdiffusion-modelstext-to-image-generationtry-on
  Language:Python 1188

• FoundationVision / Infinity

  Infinity ∞ : Scaling Bitwise AutoRegressive Modeling for High-Resolution Image Synthesis

  auto-regressive-modelautoregressive-modelsgenerative-modelgptgpt-2image-generationtext-to-imagetext-to-image-generationtransformers
  Language:Python 1011

• Lightricks / ComfyUI-LTXVideo

  LTX-Video Support for ComfyUI

  comfyuidiffusion-modelsditimage-to-videoimage-to-video-generationtext-to-imagetext-to-image-generation
  Language:Python 903

• songweige / rich-text-to-image

  Rich-Text-to-Image Generation

  computer-visiondiffusion-modelspytorchrich-texttext-to-image-generation
  Language:Python 776

• donahowe / AutoStudio

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

  image-generationmulti-turn-dialoguetext-to-image-generation
  Language:Jupyter Notebook 429

• 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.

  cross-modal-retrievaltutorialawesome-listimage-text-matchingimage-text-retrievallarge-language-modelslarge-vision-language-modelslarge-vision-modelsmemory-efficient-tuningmultimodal-pretrainingparameter-efficient-fine-tuningvideo-text-recognitionvideo-text-retrievalvision-and-languagevisual-semantic-embeddingmultimodal-large-language-modelslarge-language-modeltext-to-image-generationtext-to-image-synthesistext-to-video-generation
  422

• OSU-NLP-Group / MagicBrush

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

  diffusion-modelsimage-editingimage-generationimage-synthesisinstruction-followingtext-to-imagetext-to-image-generationtext-to-image-synthesis
  Language:Python 337

• woctezuma / stable-diffusion-colab

  Colab notebook for Stable Diffusion Hyper-SDXL.

  colabcolab-notebookcolaboratorystable-diffusionhuggingface-diffusersdiffusiondiffusion-modelstext-to-imagetext-to-image-generationtext-to-image-synthesisdiffusersgoogle-colabgoogle-colab-notebookgoogle-colaboratoryimage-generationtext2imagedeep-learningstable-diffusion-xlhyper-sdhyper-sdxl
  Language:Jupyter Notebook 320

• ByteFlow-AI / TokenFlow

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

  large-language-modelsmultimodal-understandingtext-to-image-generationvector-quantization
  Language:Python 289
• Liquid

  FoundationVision / Liquid

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

  autoregressive-modelsgenerativegenerative-aiimage-genlarge-language-modelsllmsmultimodal-large-language-modelstext-to-imagetext-to-image-generation
  Language:Python 248

• huggingface / diffusion-fast

  Faster generation with text-to-image diffusion models.

  diffusersdiffusion-modelspytorchsdxltext-to-image-generation
  Language:Python 211

• CFGpp-diffusion / CFGpp

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

  diffusion-modeldiffusionmodelimage-editingmachinelearningpytorchtext-to-imagetext-to-image-generation
  Language:Python 190

• yunqing-me / AttackVLM

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

  adversarial-attackdeep-generative-modelgenerative-aiimage-to-text-generationtext-to-image-generationfoundation-modelslarge-language-modelsvision-language-modeltrustworthy-ai
  Language:Python 186

• RockeyCoss / SPO

  Aesthetic Post-Training Diffusion Models from Generic Preferences with Step-by-step Preference Optimization

  diffusion-modelsdposdxltext-to-imagetext-to-image-generation
  Language:Python 185

• tsunghan-wu / SLD

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

  diffusion-modelsimage-editingself-correctiontext-to-image-generationdalle-3stable-diffusion
  Language:Python 168

• GuoLanqing / Awesome-High-Resolution-Diffusion

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

  diffusion-modelshigh-resolutiontext-to-image-generationtext-to-video-generationaigc
  134

• ExplainableML / ReNO

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

  reward-modelsstable-diffusiontext-to-imagetext-to-image-generation
  Language:Python 128

• zituitui / BELM

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

  diffusion-modelsimage-editingneurips-2024text-to-image-generationnumerical-odes
  Language:Python 120

• somepago / DCR

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

  diffusionmemorizationtext-to-image-diffusiontext-to-image-generation
  Language:Python 105

• louisYen / Gen4Gen

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

  data-generationllmpersonalizationstable-diffusiontext-to-image-generation
  Language:Python 104

• QY-H00 / attention-interpolation-diffusion

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

  image-interpolationstable-diffusiontext-to-image-generationdeep-learningdiffusionpytorch
  Language:Jupyter Notebook 94

• j-min / DSG

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

  dsgllmtext-to-imagetext-to-image-evaluationtext-to-image-generationvqa
  Language:Jupyter Notebook 85

• Correr-Zhou / MagicTailor

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

  diffusion-modelstext-to-image-generationtext-to-image-synthesisartificial-intelligencecomputer-vision
  Language:Python 81

• glami / glami-1m

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

  classificationcomputer-visiondatasetdeep-learningfashionimage-classificationimage-textimage-text-classificationimage-to-textmulti-modal-deep-learningmultilingualmultilingual-image-text-classificationmultimodalnatural-language-processingtext-classificationtext-to-image-generation
  Language:Jupyter Notebook 71

• mapo-t2i / mapo

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

  alignmentdiffusersdiffusion-modelspytorchtext-to-image-generationhuman-preference
  Language:Python 71

• humansensinglab / ITI-GEN

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

  debiasingdiffusion-modelsfairnessinclusivenessprompt-tuningresponsible-aistable-diffusiontext-to-image-generation
  Language:Python 68

• YonghaoXu / Txt2Img-MHN

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

  hopfield-networkimage-synthesisremote-sensingtext-to-image-generationvision-language-model
  Language:Python 67

• PangzeCheung / SingDiffusion

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

  cvpr2024diffusion-modelsingularitytext-to-image-generationdiffusers
  Language:Python 66

• YangLing0818 / ContextDiff

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

  diffusion-modelstext-to-image-generationtext-to-videomultimodal-generation
  Language:Python 65

• haoosz / ConceptExpress

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

  concept-extractiondiffusion-modeltext-to-image-generation
  Language:Python 61

• CSU-JPG / TextAtlas

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

  image-generationimage-generation-leaderboardleaderboardtext-to-imagetext-to-image-generation
  Language:Python 57

• j-min / VPGen

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

  pytorchstep-by-steptext-to-imagetext-to-image-evaluationtext-to-image-generation
  Language:Jupyter Notebook 56

• 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.

  background-removalrestorationcolorizationphoto-colorizerupscalingupscalerbackground-removersuper-resolutionstable-diffusionstable-diffusion-apiimage-generationimage-generatortext-to-imagetext-to-image-generationtext-to-image-synthesisimage-upscaler
  55

• Gen-Verse / Diffusion-Sharpening

  Diffusion-Sharpening: Fine-tuning Diffusion Models with Denoising Trajectory Sharpening

  diffusion-modelsinference-scalingrlhftext-to-image-generation
  Language:Python 48

• LayoutLLM-T2I / LayoutLLM-T2I

  Code for ACM MM'23 paper: LayoutLLM-T2I: Eliciting Layout Guidance from LLM for Text-to-Image Generation

  diffusion-modelslarge-language-modelstext-to-image-diffusiontext-to-image-generationtext-to-image-synthesis
  Language:Python 44