Blog posts

Batchnorm Implementation

less than 1 minute read

Published: October 13, 2023

批量归一化

Bilinear Interpolation

less than 1 minute read

Published: March 24, 2021

双线性插值的几个问题分析

Tversky Loss

less than 1 minute read

Published: October 24, 2020

Tversky loss（Tversky损失）是一种用于衡量两个集合之间相似性的损失函数，通常用于图像分割和医学图像分析等领域。它是由Amos Tversky于1977年提出的，用于比较两个集合（通常是二进制掩模或分割结果），以评估它们的相似性。Tversky loss在处理不平衡数据和强调不同类型错误的情况下非常有用。

CutMix Pytorch Version

1 minute read

Published: June 02, 2020

pytorch implementation for cutmix.

Segmentation Loss Pytorch Version

1 minute read

Published: August 23, 2019

segmentation loss in pytorch