tensor2023
A research assistant at Fudan University, focusing on FOD estimation, inverse problems, and dMRI analysis.
Fudan UniversityShanghai
Pinned Repositories
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
Attention_UNet
Raw implementation of attention gated U-Net by Keras
book_DeepLearning_in_PyTorch_Source
MoDL-QSM
Source codes and trained networks described in the paper: MoDL-QSM: Model-based Deep Learning for Quantitative Susceptibility Mapping
mrtrix3
MRtrix3 provides a set of tools to perform various advanced diffusion MRI analyses, including constrained spherical deconvolution (CSD), probabilistic tractography, track-density imaging, and apparent fibre density
NotionNext
使用 NextJS + Notion API 实现的,支持多种部署方案的静态博客,无需服务器、零门槛搭建网站,为Notion和所有创作者设计。 (A static blog built with NextJS and Notion API, supporting multiple deployment options. No server required, zero threshold to set up a website. Designed for Notion and all creators.)
PeRCNN
Encoding physics to learn reaction-diffusion processes
SDC-BIDS-dMRI
Introduction to dMRI
SPHARM-Net
SPHARM-Net: Spherical Harmonics-based Convolutional Neural Network
SRGAN
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
tensor2023's Repositories
tensor2023/PeRCNN
Encoding physics to learn reaction-diffusion processes
tensor2023/annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
tensor2023/Attention_UNet
Raw implementation of attention gated U-Net by Keras
tensor2023/book_DeepLearning_in_PyTorch_Source
tensor2023/MoDL-QSM
Source codes and trained networks described in the paper: MoDL-QSM: Model-based Deep Learning for Quantitative Susceptibility Mapping
tensor2023/mrtrix3
MRtrix3 provides a set of tools to perform various advanced diffusion MRI analyses, including constrained spherical deconvolution (CSD), probabilistic tractography, track-density imaging, and apparent fibre density
tensor2023/NotionNext
使用 NextJS + Notion API 实现的,支持多种部署方案的静态博客,无需服务器、零门槛搭建网站,为Notion和所有创作者设计。 (A static blog built with NextJS and Notion API, supporting multiple deployment options. No server required, zero threshold to set up a website. Designed for Notion and all creators.)
tensor2023/SDC-BIDS-dMRI
Introduction to dMRI
tensor2023/SPHARM-Net
SPHARM-Net: Spherical Harmonics-based Convolutional Neural Network
tensor2023/SRGAN
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
tensor2023/unet-pytorch
这是一个unet-pytorch的源码,可以训练自己的模型
tensor2023/Unsupervised-Classification
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
tensor2023/yousan.ai
Awesome resources of yousan.ai(closely related to deep learning).