ChangdeDu

BraVL

Code and Data for "Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features"

changdedu.github.io

code_submitted

DeepNSD

Code for the deep neural network modeling of a large-scale fMRI dataset.

DGMM

Deep Generative Multi-view Model (DGMM)

eeg_encoding

Using DNNs to build encoding models of EEG visual responses.

End2EndDeepImageReconstruction

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

semiMVAE

Semi-supervised Multi-view Variational Autoencoder (semiMVAE)

VAE-GAN-CelebA

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

ChangdeDu/BraVL

Code and Data for "Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features"

ChangdeDu/changdedu.github.io

ChangdeDu/code_submitted

ChangdeDu/DeepNSD

Code for the deep neural network modeling of a large-scale fMRI dataset.

ChangdeDu/eeg_encoding

Using DNNs to build encoding models of EEG visual responses.

ChangdeDu/clip2brain

Code from paper "Natural language supervision with a large and diverse dataset builds better models of human high-level visual cortex"

ChangdeDu/CLIPasso

ChangdeDu/embanded

ChangdeDu/fMRI-reconstruction-faces

ChangdeDu/free

翻墙、免费翻墙、免费科学上网、免费节点、免费梯子、免费ss/ssr/v2ray/trojan节点、蓝灯、谷歌商店、翻墙梯子

ChangdeDu/ic_gan

Official repository for the paper "Instance-Conditioned GAN" by Arantxa Casanova, Marlene Careil, Jakob Verbeek, Michał Drożdżal, Adriana Romero-Soriano.

ChangdeDu/joint_CNN_LSTM_AAD

Pytorch/Python implementation of the joint CNN-LSTM deep learning model

ChangdeDu/latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

ChangdeDu/LLMs_core_dimensions

ChangdeDu/Model-Zoology-and-Neural-Taskonomy

ChangdeDu/mTRF-Toolbox

A MATLAB Package for Relating Neural Signals to Continuous Stimuli

ChangdeDu/multimodal-concepts

Code for reproducing the results presented in paper https://openreview.net/forum?id=6dymbuga7nL

ChangdeDu/nerf

Code release for NeRF (Neural Radiance Fields)

ChangdeDu/Net2Brain

ChangdeDu/New-View-Synthesis

Collecting papers about new view synthesis

ChangdeDu/nsd

Code and analysis of the NSD large scale fMRI dataset

ChangdeDu/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

ChangdeDu/SimAM

The official pytorch implemention of our ICML paper "SimAM: A Simple, Parameter-Free Attention Module for Convolutional Neural Networks".

ChangdeDu/stylegan-v

Official implementation of StyleGAN-V [CVPR 2022]

ChangdeDu/stylegan_xl

[SIGGRAPH'22] StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets

ChangdeDu/svox2

Plenoxels: Radiance Fields without Neural Networks, Code release WIP

ChangdeDu/THINGSvision

Python library to extract image features from state-of-the-art neural networks for computer vision

ChangdeDu/VIE

Codes for "Unsupervised Learning from Video with Deep Neural Embeddings"

ChangdeDu/voxelwise_tutorials

Voxelwise modeling tutorial from the Gallantlab.

ChangdeDu/VQGAN-CLIP

Just playing with getting VQGAN+CLIP running locally, rather than having to use colab.