Official Implementation for "Pivotal Tuning for Latent-based editing of Real Images" (ACM TOG 2022) https://arxiv.org/abs/2106.05744
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Updated
Nov 13, 2023 - Jupyter Notebook
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
HyperInverter: Improving StyleGAN Inversion via Hypernetwork (CVPR 2022)
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.
[ECCV 2022] PadInv: High-fidelity GAN Inversion with Padding Space
[CVPR 2023] E3DGE: An encoder-based 3D StyleGAN inversion framework.
Official implementation of "Intra-Source Style Augmentation for Improved Domain Generalization" (WACV 2023)
A GAN inversion toolbox based on PyTorch library. We design a unified pipeline for inversion methods and conduct a comprehensive benchmark.
This is a simple demo for "Modeling GAN Latent Dynamics using Neural ODEs".
Python scripts to pre-train, fine-tune and use JoJoGAN with improved GAN inversion.
Author implementation of RiDDLE: Reversible and Diversified De-identification with Latent Encryptor (CVPR 2023)
A web application to create your own custom creatives (and much more).
Some GAN inversion methods I used or wrote before.
Repo for all the SRIP 2024 work at CVIG Lab IITGN under Prof. Shanmuganathan Raman
QC-StyleGAN - Quality Controllable Image Generation and Manipulation (NeurIPS 2022)
Official implementation of https://arxiv.org/pdf/2312.05330.pdf
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
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