There are 0 repository under gan-inversion topic.
Official Implementation for "Pivotal Tuning for Latent-based editing of Real Images" (ACM TOG 2022) https://arxiv.org/abs/2106.05744
CVPR 2022 HFGI: High-Fidelity GAN Inversion for Image Attribute Editing
[CVPR 2023] E3DGE: An encoder-based 3D StyleGAN inversion framework.
HyperInverter: Improving StyleGAN Inversion via Hypernetwork (CVPR 2022)
A GAN inversion toolbox based on PyTorch library. We design a unified pipeline for inversion methods and conduct a comprehensive benchmark.
Collection of works in my PhD at Virginia Tech, mostly focused on computer vision and machine learning applications in structural inspection and structural health monitoring.
Official implementation of "Intra-Source Style Augmentation for Improved Domain Generalization" (WACV 2023)
QC-StyleGAN - Quality Controllable Image Generation and Manipulation (NeurIPS 2022)
We use self-expressive layer to learn the affinity matrix of the hidden space of a generator, and we found subspace in GAN. Also we propsed a subspace-based high-fidelity GAN inversion model.
inverting an image back to its latent space Z
Python scripts to pre-train, fine-tune and use JoJoGAN with improved GAN inversion.
This is a simple demo for "Modeling GAN Latent Dynamics using Neural ODEs".
A web application to create your own custom creatives (and much more).
Some GAN inversion methods I used or wrote before.