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
Aug 1, 2024 - 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 & IJCV)
A GAN inversion toolbox based on PyTorch library. We design a unified pipeline for inversion methods and conduct a comprehensive benchmark.
Reference-Based 3D-Aware Image Editing with Triplanes
Author implementation of RiDDLE: Reversible and Diversified De-identification with Latent Encryptor (CVPR 2023)
This is a simple demo for "Modeling GAN Latent Dynamics using Neural ODEs".
Official Implementation of "StylePrompter: All Styles Need Is Attention" [ACM MM 2023]
Python scripts to pre-train, fine-tune and use JoJoGAN with improved GAN inversion.
Official implementation of https://arxiv.org/pdf/2312.05330.pdf
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)
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