text-to-image-generation

There are 10 repositories under text-to-image-generation topic.

NVlabs / Sana
SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformer
diffusion dit pytorch sana text-to-image-generation transformers
Language:Python 4705
Lightricks / ComfyUI-LTXVideo
LTX-Video Support for ComfyUI
comfyui diffusion-models dit image-to-video image-to-video-generation text-to-image text-to-image-generation
Language:Python 2417
adobe-research / custom-diffusion
Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)
customization fine-tuning text-to-image-generation computer-vision diffusion-models few-shot pytorch
Language:Python 1968
FoundationVision / Infinity
[CVPR 2025 Oral]Infinity ∞ : Scaling Bitwise AutoRegressive Modeling for High-Resolution Image Synthesis
auto-regressive-model autoregressive-models generative-model gpt gpt-2 image-generation text-to-image text-to-image-generation transformers
Language:Python 1491
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.
datasets diffusion-models try-on text-to-image-generation
Language:Python 1302
AIDC-AI / Awesome-Unified-Multimodal-Models
Awesome Unified Multimodal Models
multimodal-large-language-models text-to-image-generation multimodal-models unified-multimodal-models vision-language-model
866
songweige / rich-text-to-image
Rich-Text-to-Image Generation
computer-vision diffusion-models pytorch rich-text text-to-image-generation
Language:Python 799
PKU-YuanGroup / UniWorld
UniWorld: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation
diffusion high-level-feature image-editing image-understanding low-level-vision text-to-image-generation unify unify-ai vlm
Language:Python 788
Liquid
FoundationVision / Liquid
(Accepted by IJCV) Liquid: Language Models are Scalable and Unified Multi-modal Generators
generative generative-ai image-gen llms text-to-image text-to-image-generation autoregressive-models large-language-models multimodal-large-language-models
Language:Python 626
markfulton / NanoBananaEditor
The most advanced Nano Banana image generator and editor application. Your central hub for AI image generation and revisions. Intuitive UI features reference images, editing with image masks, version history, and more. Powered by Gemini 2.5 Flash images API.
aiimages bolt imageediting imageeditor imagegeneration imagegenerator text-to-image text-to-image-generation vibecode vibecoding imagemasking
Language:TypeScript 465
donahowe / AutoStudio
AutoStudio: Crafting Consistent Subjects in Multi-turn Interactive Image Generation
image-generation multi-turn-dialogue text-to-image-generation
Language:Jupyter Notebook 447
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-retrieval tutorial awesome-list image-text-matching image-text-retrieval large-language-models large-vision-language-models large-vision-models memory-efficient-tuning multimodal-pretraining parameter-efficient-fine-tuning video-text-recognition video-text-retrieval vision-and-language visual-semantic-embedding multimodal-large-language-models large-language-model text-to-image-generation text-to-image-synthesis text-to-video-generation
433
ByteVisionLab / TokenFlow
[CVPR 2025] 🔥 Official impl. of "TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation".
large-language-models text-to-image-generation multimodal-understanding vector-quantization
Language:Python 398
OSU-NLP-Group / MagicBrush
[NeurIPS'23] "MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing".
diffusion-models image-editing image-generation image-synthesis instruction-following text-to-image text-to-image-generation text-to-image-synthesis
Language:Python 381
woctezuma / stable-diffusion-colab
Colab notebook for Stable Diffusion Hyper-SDXL.
colab colab-notebook colaboratory stable-diffusion huggingface-diffusers diffusion diffusion-models text-to-image text-to-image-generation text-to-image-synthesis diffusers google-colab google-colab-notebook google-colaboratory image-generation text2image deep-learning stable-diffusion-xl hyper-sd hyper-sdxl
Language:Jupyter Notebook 328
RockeyCoss / SPO
[CVPR 2025] Aesthetic Post-Training Diffusion Models from Generic Preferences with Step-by-step Preference Optimization
diffusion-models dpo sdxl text-to-image text-to-image-generation
Language:Python 255
CFGpp-diffusion / CFGpp
Official repository for "CFG++: manifold-constrained classifier free guidance for diffusion models" (ICLR2025)
diffusion-model diffusionmodel image-editing machinelearning pytorch text-to-image text-to-image-generation
Language:Python 230
huggingface / diffusion-fast
Faster generation with text-to-image diffusion models.
diffusers diffusion-models pytorch sdxl text-to-image-generation
Language:Python 229
yunqing-me / AttackVLM
[NeurIPS-2023] Annual Conference on Neural Information Processing Systems
adversarial-attack deep-generative-model generative-ai image-to-text-generation text-to-image-generation foundation-models large-language-models vision-language-model trustworthy-ai
Language:Python 219
tsunghan-wu / SLD
🔥 [CVPR2024] Official implementation of "Self-correcting LLM-controlled Diffusion Models (SLD)
diffusion-models image-editing self-correction text-to-image-generation dalle-3 stable-diffusion
Language:Python 183
GuoLanqing / Awesome-High-Resolution-Diffusion
🔥🔥🔥A curated list of papers on recent diffusion-based high-resolution image and video synthesis works.
diffusion-models high-resolution text-to-image-generation text-to-video-generation aigc
158
ExplainableML / ReNO
[NeurIPS 2024] ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization
reward-models stable-diffusion text-to-image text-to-image-generation
Language:Python 156
zituitui / BELM
[NeurIPS 2024] Official implementation of "BELM: Bidirectional Explicit Linear Multi-step Sampler for Exact Inversion in Diffusion Models".
diffusion-models image-editing neurips-2024 text-to-image-generation numerical-odes
Language:Python 136
somepago / DCR
Official Pytorch repo of CVPR'23 and NeurIPS'23 papers on understanding replication in diffusion models.
diffusion memorization text-to-image-diffusion text-to-image-generation
Language:Python 113
yandex-research / swd
Scale-wise Distillation of Diffusion Models
diffusion-models distillation text-to-image-generation
112
louisYen / Gen4Gen
🏞️ Official implementation of "Gen4Gen: Generative Data Pipeline for Generative Multi-Concept Composition"
data-generation llm personalization stable-diffusion text-to-image-generation
Language:Python 108
QY-H00 / attention-interpolation-diffusion
[NeurIPS 2024] Official Implementation of Attention Interpolation of Text-to-Image Diffusion
image-interpolation stable-diffusion text-to-image-generation deep-learning diffusion pytorch
Language:Jupyter Notebook 107
Correr-Zhou / MagicTailor
[IJCAI 2025 (Oral)] Offical implementation of the paper "MagicTailor: Component-Controllable Personalization in Text-to-Image Diffusion Models".
diffusion-models text-to-image-generation text-to-image-synthesis artificial-intelligence computer-vision ijcai ijcai2025
Language:Python 99
j-min / DSG
Davidsonian Scene Graph (DSG) for Text-to-Image Evaluation (ICLR 2024)
dsg llm text-to-image text-to-image-evaluation text-to-image-generation vqa
Language:Jupyter Notebook 98
CSU-JPG / TextAtlas
A Large-scale Dataset for training and evaluating model's ability on Dense Text Image Generation
image-generation leaderboard text-to-image text-to-image-generation image-generation-leaderboard
Language:Python 84
mapo-t2i / mapo
Official codebase for Margin-aware Preference Optimization for Aligning Diffusion Models without Reference (MaPO).
alignment diffusers diffusion-models pytorch text-to-image-generation human-preference
Language:Python 82
YonghaoXu / Txt2Img-MHN
[IEEE TIP 2023] Txt2Img-MHN: Remote Sensing Image Generation from Text Using Modern Hopfield Networks
hopfield-network image-synthesis remote-sensing text-to-image-generation vision-language-model
Language:Python 78
glami / glami-1m
The largest multilingual image-text classification dataset. It contains fashion products.
computer-vision dataset deep-learning fashion image-text image-to-text multilingual multimodal natural-language-processing classification image-text-classification multilingual-image-text-classification image-classification text-classification text-to-image-generation multi-modal-deep-learning
Language:Jupyter Notebook 75
haoosz / ConceptExpress
[ECCV 2024 Oral] ConceptExpress: Harnessing Diffusion Models for Single-image Unsupervised Concept Extraction
concept-extraction diffusion-model text-to-image-generation
Language:Python 74
PangzeCheung / SingDiffusion
[CVPR 2024] Tackling the Singularities at the Endpoints of Time Intervals in Diffusion Models
cvpr2024 diffusion-model singularity text-to-image-generation diffusers
Language:Python 71
YangLing0818 / ContextDiff
[ICLR 2024] Contextualized Diffusion Models for Text-Guided Image and Video Generation
diffusion-models text-to-image-generation text-to-video multimodal-generation
Language:Python 70