text-to-image-generation

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

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

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

(Accepted by IJCV) Liquid: Language Models are Scalable and Unified Multi-modal Generators

Colab notebook for Stable Diffusion Hyper-SDXL.

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

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

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

[CVPR 2025] Official PyTorch implementation of Not All Parameters Matter: Masking Diffusion Models for Enhancing Generation Ability

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

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

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

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

List of diffusion related active submissions on OpenReview for ICLR 2025.

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.

Official Code for GPIC: A Giant Permissive Image Corpus for Visual Generation

[CVPR '23] Unite and Conquer: Plug & Play Multi-Modal Synthesis using Diffusion Models

[CVPR 2026 Main] MultiBanana: A Challenging Benchmark for Multi-Reference Text-to-Image Generation

Code for Commonsense-T2I Challenge: Can Text-to-Image Generation Models Understand Commonsense? [COLM 2024]

Get familiar with different fine-tuning techniques for text-to-image models, and learn how to teach a diffusion model a concept of your choosing