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ziqiren's Projects

deepimagereconstruction icon deepimagereconstruction

Data and demo codes for Shen, Horikawa, Majima, and Kamitani, "Deep image reconstruction from human brain activity".

facial_expressions_databases_classifier icon facial_expressions_databases_classifier

Facial Expressions Databases Classifier (FEDC) is a program that can automatically classify images of some of the most used databases, depicting posed human faces.

ganrecon icon ganrecon

Generative Adversarial Networks for Neural Reconstruction

hisd icon hisd

Official pytorch implementation of paper "Image-to-image Translation via Hierarchical Style Disentanglement" (CVPR2021 Oral).

idinvert icon idinvert

[ECCV 2020] In-Domain GAN Inversion for Real Image Editing

interfacegan icon interfacegan

[CVPR 2020] Interpreting the Latent Space of GANs for Semantic Face Editing

pixel2style2pixel icon pixel2style2pixel

Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation"

ridge icon ridge

Efficient python code for running ridge regression with cross validation

ssfmri2im icon ssfmri2im

Code for NeurIPS 2019 paper "From voxels to pixels and back: Self-supervision in natural-image reconstruction from fMRI"

stylegan icon stylegan

StyleGAN - Official TensorFlow Implementation

stylegan2-pytorch icon stylegan2-pytorch

Implementation of Analyzing and Improving the Image Quality of StyleGAN (StyleGAN 2) in PyTorch

tface icon tface

A trusty face analysis research platform developed by Tencent Youtu Lab

tp-gan icon tp-gan

Official TP-GAN Tensorflow implementation for paper "Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis"

vae-gan-celeba icon vae-gan-celeba

Code and notebooks related to the paper: "Reconstructing Faces from fMRI Patterns using Deep Generative Neural Networks" by VanRullen & Reddy, 2019

vae-gan-tensorflow icon vae-gan-tensorflow

Tensorflow code of "autoencoding beyond pixels using a learned similarity metric"

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