Yuelin Xin's starred repositories
Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
gaussian-splatting
Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"
flash-attention
Fast and memory-efficient exact attention
awesome-3D-gaussian-splatting
Curated list of papers and resources focused on 3D Gaussian Splatting, intended to keep pace with the anticipated surge of research in the coming months.
gemma_pytorch
The official PyTorch implementation of Google's Gemma models
voxelmorph
Unsupervised Learning for Image Registration
vision-transformers-cifar10
Let's train vision transformers (ViT) for cifar 10!
TransMorph_Transformer_for_Medical_Image_Registration
TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)
VastGaussian
This is an unofficial Implementation
Neural_3D_Video
The repository for CVPR 2022 Paper "Neural 3D Video Synthesis"
Awesome-Foundation-Models-in-Medical-Imaging
A curated list of foundation models for vision and language tasks in medical imaging
scin
The SCIN dataset contains 10,000+ images of dermatology conditions, crowdsourced with informed consent from US internet users. Contributions include self-reported demographic and symptom information and dermatologist labels. The dataset also contains estimated Fitzpatrick skin type and Monk Skin Tone.
pyramid-discrete-diffusion
Official implementation of paper "Pyramid Diffusion for Fine 3D Large Scene Generation" (ECCV 2024)
on-the-fly-guidance
[MICCAI 2024] On-the-Fly Guidance Training for Medical Image Registration. Pre-print available in link below.
reg-cyclical-self-train
Unsupervised 3D registration through cyclical self-training