Generative-info

This is a repository about Generative technical, mianly includes papers and projects of GAN, VAE, and Diffusion model. Please remember, this repository was created just for myself stduy, please give me a star if you find some help in this hub. We will continue update....

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• GAN
• Diffusion Model
• VAE

GAN

ICLR2022	Vector-quantized Image Modeling with Improved VQGAN	None	Basic

Diffusion

arxiv24.08	Show-o: One Single Transformer to Unify Multimodal Understanding and Generation	code	Image/Video Edit & Text2Image/Video
CVPR2022	Diffusionclip: Text-guided diffusion models for robust image manipulation	code	Image/Video Edit
CVPR2022	Blended Diffusion for Text-driven Editing of Natural Images	code	Image/Video Edit
arxiv24.08	ControlNeXt: Powerful and Efficient Control for Image and Video Generation	code	Image/Video Edit
arxiv24.06	UniAnimate: Taming Unified Video Diffusion Models for Consistent Human Image Animation	code	Image/Video Edit
ICLR2024	PIXART-δ: Fast and Controllable Image Generation with Latent Consistency Models	code	Image/Video Edit
CVPR2024	DreamVideo: Composing Your Dream Videos with Customized Subject and Motion	code	Image/Video Edit
arxiv23.06	VideoComposer: Compositional Video Synthesis with Motion Controllability	code	Image/Video Edit
Siggraph2023	Zero-shot Image-to-Image Translation	code	Image/Video Edit
CVPR2023 workshop	Universal Guidance for Diffusion Models	code	Image/Video Edit
CVPR2023	MaskSketch: Unpaired Structure-guided Masked Image Generation	code	Image/Video Edit
arxiv23.02	Adding Conditional Control to Text-to-Image Diffusion Models	code	Image/Video Edit
CVPR2023	InstructPix2Pix: Learning to Follow Image Editing Instructions	code	Image/Video Edit
Google	Prompt-to-Prompt Image Editing with Cross Attention Control	code	Image/Video Edit
CVPR2023	Diffusion Models Are Real-Time Game Engines	code	Image/Video Edit
Google-GameNGen	Diffusion Models Are Real-Time Game Engines	code	Video Engine
NeurIPS2024	RAPHAEL: Text-to-Image Generation via Large Mixture of Diffusion Paths	code	Text2Image/Video
zhipuAI-CogVideoX	CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer	code	Text2Image/Video
ICLR2024	PixArt-α: Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis	code	Text2Image/Video
Stability-AI-SDXL	SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis	code	Text2Image/Video
Google-Parti	Scaling Autoregressive Models for Content-Rich Text-to-Image Generation	code	Text2Image/Video
Google-Imagen	Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding	code	Text2Image/Video
OpenAI-DALL-E-2	Hierarchical Text-Conditional Image Generation with CLIP Latents	code	Text2Image/Video
NeurIPS2023	ImageReward: Learning and Evaluating Human Preferences for Text-to-Image Generation	code	Text2Image/Video
NeurIPS2021	Cogview: Mastering text-to-image generation via transformers	code	Text2Image/Video
OpenAI-DALL-E	Zero-Shot Text-to-Image Generation	code	Text2Image/Video
CVPR2022	High-Resolution Image Synthesis with Latent Diffusion Models	code	High Resolution
ACMMM2024	PEAN: A Diffusion-Based Prior-Enhanced Attention Network for Scene Text Image Super-Resolution	code	High Resolution
OpenAI	Diffusion Models Beat GANs on Image Synthesis	code	Basic
NeurIPS2021 workshop	Classifier-Free Diffusion Guidance	None	Basic
JMLR2022	Cascaded Diffusion Models for High Fidelity Image Generation	code	Basic
ICCV2023	Scalable Diffusion Models with Transformers	code	Basic
NeurIPS2021	Variational Diffusion Models	code	Basic
NeurIPS2020	Denoising Diffusion Probabilistic Models	code	Basic

VAE

NeurIPS2017	VQVAE：Neural Discrete Representation Learning	None
ICLR2014	Auto-Encoding Variational Bayes	None
ICML2014	Stochastic Backpropagation and Approximate Inference in Deep Generative Models	None