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Guoyang Xie's Projects

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Official Implementation for the "An Empirical Investigation of 3D Anomaly Detection and Segmentation" paper.

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Source code for ICLR 2018 Paper: Active Learning for Convolutional Neural Networks: A Core-Set Approach

adanet icon adanet

[ICCV 2019 oral] Code for Semi-Supervised Learning by Augmented Distribution Alignment

align_uniform icon align_uniform

Understanding Contrastive Representation Learning through Alignment and Uniformity on the Hypersphere.

anodet icon anodet

Anomaly detection on images using features from pretrained neural networks.

anomalib icon anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

atom3d icon atom3d

ATOM3D: tasks on molecules in three dimensions

aunaturel icon aunaturel

Au Naturel is a LaTeX template built on top of the standard article class, roughly emulating some characteristics of the Nature Publishing Group journals.

awesome-drugai icon awesome-drugai

Research repo for AI aided drug discovery, de novo drug development and related topics

brats21_kaist_mri_lab icon brats21_kaist_mri_lab

Codes and pretrained weights for winning submission of 2021 Brain Tumor Segmentation (BraTS) Challenge

byol icon byol

Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning

conad icon conad

Contrastive Attributed Network Anomaly Detection with Data Augmentation (PAKDD'22)

contrad icon contrad

Code for the paper "Training GANs with Stronger Augmentations via Contrastive Discriminator" (ICLR 2021)

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ConvMAE: Masked Convolution Meets Masked Autoencoders

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