Changde Du's repositories
eeg_encoding
Using DNNs to build encoding models of EEG visual responses.
clip2brain
Code from paper "Natural language supervision with a large and diverse dataset builds better models of human high-level visual cortex"
dnn2brain-function
An approach to find functional roles of brain regions using Deep Neural Networks
joint_CNN_LSTM_AAD
Pytorch/Python implementation of the joint CNN-LSTM deep learning model
latent-diffusion
High-Resolution Image Synthesis with Latent Diffusion Models
mTRF-Toolbox
A MATLAB Package for Relating Neural Signals to Continuous Stimuli
multimodal-concepts
Code for reproducing the results presented in paper https://openreview.net/forum?id=6dymbuga7nL
nerf
Code release for NeRF (Neural Radiance Fields)
New-View-Synthesis
Collecting papers about new view synthesis
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
stylegan-v
Official implementation of StyleGAN-V [CVPR 2022]
stylegan_xl
[SIGGRAPH'22] StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets
THINGSvision
Python library to extract image features from state-of-the-art neural networks for computer vision
voxelwise_tutorials
Voxelwise modeling tutorial from the Gallantlab.
VQGAN-CLIP
Just playing with getting VQGAN+CLIP running locally, rather than having to use colab.