Repo for all the SRIP 2024 work at CVIG Lab IITGN under Prof. Shanmuganathan Raman
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Updated
May 25, 2024 - Jupyter Notebook
Repo for all the SRIP 2024 work at CVIG Lab IITGN under Prof. Shanmuganathan Raman
Official implementation of https://arxiv.org/pdf/2312.05330.pdf
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)
Official Implementation for "Pivotal Tuning for Latent-based editing of Real Images" (ACM TOG 2022) https://arxiv.org/abs/2106.05744
This is a simple demo for "Modeling GAN Latent Dynamics using Neural ODEs".
QC-StyleGAN - Quality Controllable Image Generation and Manipulation (NeurIPS 2022)
[CVPR 2023] E3DGE: An encoder-based 3D StyleGAN inversion framework.
Author implementation of RiDDLE: Reversible and Diversified De-identification with Latent Encryptor (CVPR 2023)
[ECCV 2022] PadInv: High-fidelity GAN Inversion with Padding Space
CVPR 2022 HFGI: High-Fidelity GAN Inversion for Image Attribute Editing
A web application to create your own custom creatives (and much more).
Python scripts to pre-train, fine-tune and use JoJoGAN with improved GAN inversion.
Some GAN inversion methods I used or wrote before.
HyperInverter: Improving StyleGAN Inversion via Hypernetwork (CVPR 2022)
inverting an image back to its latent space Z
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.
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