Stars
This repo collects some latest research work of Generative AI. It provides simple implementations to understand the ideas and some follow-up discussions to inspire future work.
Official Implementation for "Consistency Flow Matching: Defining Straight Flows with Velocity Consistency"
⚡ InstaFlow! One-Step Stable Diffusion with Rectified Flow (ICLR 2024)
[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer
[NeurIPS 2023] ImageReward: Learning and Evaluating Human Preferences for Text-to-image Generation
Implementation of "SVDiff: Compact Parameter Space for Diffusion Fine-Tuning"
Official repo for consistency models.
Person Image Synthesis via Denoising Diffusion Model (CVPR 2023)
Code for Shifted Diffusion for Text-to-image Generation (CVPR 2023)
Implementation of Encoder-based Domain Tuning for Fast Personalization of Text-to-Image Models
Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)
Official Implementation for "Attend-and-Excite: Attention-Based Semantic Guidance for Text-to-Image Diffusion Models" (SIGGRAPH 2023)
[ICCV 2023] Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation
High-Resolution Image Synthesis with Latent Diffusion Models
notes for software engineers getting up to speed on new AI developments. Serves as datastore for https://latent.space writing, and product brainstorming, but has cleaned up canonical references und…
Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion
Paper implementations from scratch and machine learning tutorials
Code for paper LAFITE: Towards Language-Free Training for Text-to-Image Generation (CVPR 2022)
Tensorflow implementation of "Tackling the Generative Learning Trilemma with Denoising Diffusion GANs" (ICLR 2022 Spotlight)
Tackling the Generative Learning Trilemma with Denoising Diffusion GANs https://arxiv.org/abs/2112.07804
High-Resolution Image Synthesis with Latent Diffusion Models