原文:contrastive loss

昨天Ke Kiaming大神的新文章MoCo问世,reID中的contrastive loss逐渐往上游影响。自己对这一块一直没有一个总结梳理,趁着学习这篇文章的机会整理一下,挖个坑慢慢填 Distance metric learning aims to learn an embedding representation of the data that preservesthe distance ...

2019-11-17 15:41 0 339 推荐指数:

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Contrastive Loss (对比损失)

参考链接:https://blog.csdn.net/yanqianglifei/article/details/82885477 https://blog ...

Mon Apr 01 19:46:00 CST 2019 0 940
Contrastive Predictive Coding(CPC)

Representation Learning with Contrastive Predictive Coding(CPC) 论文链接 代码链接 为什么叫Contrastive Predictive Coding 也就是说当前输入\(x_i\)和经过encoder学得的latent ...

Tue Oct 26 23:29:00 CST 2021 0 99
Noise Contrastive Estimation

Notes from Notes on Noise Contrastive Estimation and Negative Sampling one sample: \[x_i \to [y_i^0,\cdots,y_{i}^{k}] \] where \(y_i ...

Fri Oct 07 03:59:00 CST 2016 0 3694
Noise Contrastive Estimation --- 从 NCE 到 InfoNCE

转载:https://zhuanlan.zhihu.com/p/334772391 Noise Contrastive Estimation 前世今生——从 NCE 到 InfoNCE 0 前言 作为刚入门自监督学习的小白,在阅读其中 Contrastive Based ...

Sat Jan 23 01:16:00 CST 2021 0 1969
Contrastive Self-Supervised Learning

Contrastive Self-Supervised Learning 2020-01-30 10:32:24 Source: https://ankeshanand.com/blog/2020/01/26 ...

Thu Jan 30 18:33:00 CST 2020 0 868
Contrastive Learning(CL,对比学习)

最近深度学习两巨头 Bengio 和 LeCun 在 ICLR 2020 上点名 Self-Supervised Learning(SSL,自监督学习) 是 AI 的未来,而其的代表的 Framework 便是 Contrastive Learning(CL,对比学习)。 另一巨头 Hinton ...

Wed Jun 02 03:36:00 CST 2021 0 281
 
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