Popular GitHub Repositories for Ddim Inversion

Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) by way of Textual Inversion (https://arxiv.org/abs/2208.01618) for Stable Diffusion (https://arxiv.org/abs/2112.10752). Tweaks focused on training faces, objects, and styles.

collection of diffusion model papers categorized by their subareas

[TPAMI 2022] GAN Inversion: A Survey

Official Implementation for "HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing" (CVPR 2022) https://arxiv.org/abs/2111.15666

GAN-based Mel-Spectrogram Inversion Network for Text-to-Speech Synthesis

Official Implementation for "Pivotal Tuning for Latent-based editing of Real Images" (ACM TOG 2022) https://arxiv.org/abs/2106.05744

A microframework on top of PyTorch with first-class citizen APIs for foundation model adaptation

[ICCV 2023] "TF-ICON: Diffusion-Based Training-Free Cross-Domain Image Composition" (Official Implementation)

Official implementation of the paper: "FlowEdit: Inversion-Free Text-Based Editing Using Pre-Trained Flow Models"

[SIGGRAPH Asia 2024] ReVersion: Diffusion-Based Relation Inversion from Images

[SIGGRAPH Asia 2022] IDE-3D: Interactive Disentangled Editing For High-Resolution 3D-aware Portrait Synthesis

CVPR 2022 HFGI: High-Fidelity GAN Inversion for Image Attribute Editing

[ACM MM 2023] - LaDI-VTON: Latent Diffusion Textual-Inversion Enhanced Virtual Try-On

Deep Learning for Seismic Imaging and Interpretation

Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)

(CVPR 2023) E4S: Fine-grained Face Swapping via Regional GAN Inversion

[ICCV 2023] Q-Diffusion: Quantizing Diffusion Models.

Official pytorch implementation of the paper: "An Edit Friendly DDPM Noise Space: Inversion and Manipulations". CVPR 2024.

[ICLR2024] Official repo for paper "PnP Inversion: Boosting Diffusion-based Editing with 3 Lines of Code"

A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.