(initial to change) This repository contains code for performing MRI reconstruction using Non-Uniform Fast Fourier Transform (NUFFT) accelerated by GPUs. This implementation is designed to handle n…

[CVPR 2023] Towards Any Structural Pruning; LLMs / SAM / Diffusion / Transformers / YOLOv8 / CNNs

[ICML 2023] UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers.

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

Vision Transformer (ViT) in PyTorch

This is a collection of our research on efficient AI, covering hardware-aware NAS and model compression.

MICCAI 2019-2023 Open Source Papers

This is a repository for BCI Competition 2008 dataset IV 2a fixed and optimized for python and numpy. This dataset is related with motor imagery

Classification of EEG signals from MindBigData MNIST dataset.

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

PyTorch implementations of several SOTA backbone deep neural networks (such as ResNet, ResNeXt, RegNet) on one-dimensional (1D) signal/time-series data.

Code base for MinD-Vis

A flat dark theme for PySide and PyQt.

This is a styleGAN that can be run independently without the need for python or tensrflow.

Official PyTorch implementation of StyleGAN3

Official implementation of "Designing an Encoder for StyleGAN Image Manipulation" (SIGGRAPH 2021) https://arxiv.org/abs/2102.02766

InterfaceGAN++: Exploring the limits of InterfaceGAN. In this repository, we propose an approach, termed as InterFaceGAN++, for semantic face editing based on the work from Shen et al. Specifically…

(CVPR 2023) E4S: Fine-grained Face Swapping via Regional GAN Inversion

AttGAN PyTorch Arbitrary Facial Attribute Editing: Only Change What You Want

[ICCV 2023] StyleGANEX: StyleGAN-Based Manipulation Beyond Cropped Aligned Faces

[CVPR 2023] Collaborative Diffusion

[SIGGRAPH Asia 2022] IDE-3D: Interactive Disentangled Editing For High-Resolution 3D-aware Portrait Synthesis

Interface with Emotiv device and keystroke events

Implementation of “DreamDiffusion: Generating High-Quality Images from Brain EEG Signals”

A new approach based on a 10-layer one-dimensional convolution neural network (1D-CNN) to classify five brain states (four MI classes plus a 'baseline' class) using a data augmentation algorithm a…

Testing effectiveness of EEG data augmentation with GANs for BCI classifiers.