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Guoyang Xie's Projects

gangealing icon gangealing

Official PyTorch Implementation of GAN-Supervised Dense Visual Alignment

giraffe icon giraffe

This repository contains the code for the CVPR 2021 paper "GIRAFFE: Representing Scenes as Compositional Generative Neural Feature Fields"

icnet icon icnet

Inverse-Consistent Deep Networks for Unsupervised Deformable Image Registration

image-to-recipe-transformers icon image-to-recipe-transformers

Code for CVPR 2021 paper: Revamping Cross-Modal Recipe Retrieval with Hierarchical Transformers and Self-supervised Learning

ind_knn_ad icon ind_knn_ad

Industrial knn-based anomaly detection for images. Visit streamlit link to check out the demo.

itsabouttime icon itsabouttime

Code repository for "It's About Time: Analog clock Reading in the Wild"

kspace-explorer icon kspace-explorer

⚕️ An educational tool to visualise k-space and aid the understanding of MRI image generation

kubric icon kubric

A data generation pipeline for creating semi-realistic synthetic multi-object videos with rich annotations such as instance segmentation masks, depth maps, and optical flow.

lagomorph icon lagomorph

Image Registration and Computational Anatomy in PyTorch

mae icon mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

mae.pytorch icon mae.pytorch

A PyTorch implementation of Masked Autoencoders (WIP)

maguro icon maguro

A simple job scheduler for GPUs

mauve icon mauve

Package to compute Mauve, a similarity score between neural text and human text. Install with `pip install mauve-text`.

meshsegnet icon meshsegnet

PyTorch version of MeshSegNet for tooth segmentation of intraoral scans (point cloud/mesh). The code also includes visdom for training visualization.

mgd icon mgd

Masked Generative Distillation (ECCV 2022)

mimic-preprocessing icon mimic-preprocessing

This repository contains the source code necessary to pre-process the MIMIC-III data to reproduce the results in the paper "Learning Representations of Missing Data for Predicting Patient Outcomes".

molclr icon molclr

Implementation of "Molecular Contrastive Learning of Representations via Graph Neural Networks" in PyTorch Geometric

mrnet icon mrnet

Code for CVPR 2021 paper. "Learning Calibrated Medical Image Segmentation via Multi-rater Agreement Modeling".

msda icon msda

from Chen, Minmin <Marginalized Denoising Autoencoders for Domain Adaptation>

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