Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)
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Updated
Dec 20, 2023 - Python
Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)
Rich-Text-to-Image Generation
[NeurIPS'23] "MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing".
[ICCV 2023 Oral, Best Paper Finalist] ITI-GEN: Inclusive Text-to-Image Generation
Faster generation with text-to-image diffusion models.
[NeurIPS-2023] Annual Conference on Neural Information Processing Systems
[IEEE TIP 2023] Txt2Img-MHN: Remote Sensing Image Generation from Text Using Modern Hopfield Networks
🔥 [CVPR2024] Official implementation of "Self-correcting LLM-controlled Diffusion Models (SLD)
🏞️ Official implementation of "Gen4Gen: Generative Data Pipeline for Generative Multi-Concept Composition"
Official Pytorch repo of CVPR'23 and NeurIPS'23 papers on understanding replication in diffusion models.
Official codebase for Margin-aware Preference Optimization for Aligning Diffusion Models without Reference (MaPO).
[CVPR '23] Unite and Conquer: Plug & Play Multi-Modal Synthesis using Diffusion Models
[CVPR 2024] Tackling the Singularities at the Endpoints of Time Intervals in Diffusion Models
DreamBooth Text to Image AI Stable Diffusion
[ICLR 2024] Contextualized Diffusion Models for Text-Guided Image and Video Generation
The official code implementation of "LaCon: Late-Constraint Diffusion for Steerable Guided Image Synthesis".
ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization
Step-aware Preference Optimization: Aligning Preference with Denoising Performance at Each Step
Official repository for "CFG++: manifold-constrained classifier free guidance for diffusion models"
A pipeline to generate long videos according to text prompt
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