controllable-generation · GitHub Topics

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

PyTorch stochastic-differential-equations inverse-problems generative-models score-matching score-based-generative-modeling controllable-generation diffusion-models

Jupyter Notebook 1.93 k

1 年前

ttengwang / Caption-Anything

#大语言模型#Caption-Anything is a versatile tool combining image segmentation, visual captioning, and ChatGPT, generating tailored captions with diverse controls for user preferences. https://huggingface.co/space...

ChatGPT controllable-generation segment-anything controllable-image-captioning image-captioning

Python 1.75 k

2 年前

yang-song / score_sde

Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

score-matching stochastic-differential-equations generative-models score-based-generative-modeling controllable-generation inverse-problems jax flax diffusion-models

Jupyter Notebook 1.67 k

3 年前

ermongroup / SDEdit

PyTorch implementation for SDEdit: Image Synthesis and Editing with Stochastic Differential Equations

PyTorch score-matching image-editing image-generation controllable-generation image-manipulation

Python 1.1 k

2 年前

PRIV-Creation / Awesome-Controllable-T2I-Diffusion-Models

#Awesome#A collection of resources on controllable generation with text-to-image diffusion models.

Awesome Lists diffusion-models personalization controllable-generation text-to-image

1.05 k

6 个月前

MyNiuuu / MOFA-Video

[ECCV 2024] MOFA-Video: Controllable Image Animation via Generative Motion Field Adaptions in Frozen Image-to-Video Diffusion Model.

aigc diffusion-models eccv2024 generative-ai generative-models video-diffusion-model controllable-generation image2video

Python 747

6 个月前

SkyworkAI / SkyReels-A2

SkyReels-A2: Compose anything in video diffusion transformers

controllable-generation image2video

Python 600

13 天前

open-mmlab / StyleShot

StyleShot: A SnapShot on Any Style. 一款可以迁移任意风格到任意内容的模型，无需针对图片微调，即能生成高质量的个性风格化图片!

controllable-generation style-transfer text-to-image

Python 394

4 个月前

kpandey008 / DiffuseVAE

Official implementation of "DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents"

generative-model vae diffusion-models ddpm controllable-generation

Python 366

3 年前

haofanwang / awesome-conditional-content-generation

#Awesome#Update-to-data resources for conditional content generation, including human motion generation, image or video generation and editing.

aigc Awesome Lists controllable-generation cross-modality diffusion-models

273

1 年前

hancyran / LiDAR-Diffusion

[CVPR 2024] Official implementation of "Towards Realistic Scene Generation with LiDAR Diffusion Models"

diffusion-models lidar controllable-generation range-image

Python 238

1 年前

xyfJASON / ctrlora

[ICLR 2025] Codebase for "CtrLoRA: An Extensible and Efficient Framework for Controllable Image Generation"

controllable-generation controlnet image-to-image lora

Python 235

5 个月前

WU-CVGL / MVControl

[3DV-2025] Official implementation of "Controllable Text-to-3D Generation via Surface-Aligned Gaussian Splatting"

3d-generation controllable-generation gaussian-splatting

Python 204

1 年前

KangweiiLiu / Awesome_Audio-driven_Talking-Face-Generation

A curated list of resources of audio-driven talking face generation

talking-face-generation audio-driven-talking-face Generative Adversarial Network controllable-generation

141

3 年前

open-mmlab / AnyControl

[ECCV 2024] AnyControl, a multi-control image synthesis model that supports any combination of user provided control signals. 一个支持用户自由输入控制信号的图像生成模型，能够根据多种控制生成自然和谐的结果！

controllable-generation text-to-image

Python 125

1 年前