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Guoyang Xie's Projects

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>

multimae icon multimae

Code and pre-trained models for MultiMAE: Multi-modal Multi-task Masked Autoencoders

mvtec-anomaly-detection icon mvtec-anomaly-detection

This project proposes an end-to-end framework for semi-supervised Anomaly Detection and Segmentation in images based on Deep Learning.

nature-tex icon nature-tex

LaTeX template and build code for a Nature style research article submission

neuralpoints icon neuralpoints

【Code of CVPR 2022 paper】Neural Points: Point Cloud Representation with Neural Fields for Arbitrary Upsampling

nsganetv2 icon nsganetv2

[ECCV2020] NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search

openproblems icon openproblems

Formalizing and benchmarking open problems in single-cell genomics

orthoad icon orthoad

Semi-Orthogonal Embedding for Efficient Unsupervised Anomaly Segmentation

patching icon patching

Patching open-vocabulary models by interpolating weights

pidinet icon pidinet

Code for the ICCV 2021 paper "Pixel Difference Networks for Efficient Edge Detection" (Oral).

pycil icon pycil

PyCIL: A Python Toolbox for Class-Incremental Learning

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