原文:contrastive loss

昨天Ke Kiaming大神的新文章MoCo問世,reID中的contrastive loss逐漸往上游影響。自己對這一塊一直沒有一個總結梳理,趁着學習這篇文章的機會整理一下,挖個坑慢慢填 Distance metric learning aims to learn an embedding representation of the data that preservesthe distance ...

2019-11-17 15:41 0 339 推薦指數:

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Contrastive Loss (對比損失)

參考鏈接: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) 論文鏈接 代碼鏈接 為什么叫Contrastive Predictive Coding 也就是說當前輸入\(x_i\)和經過encoder學得的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 --- 從 NCE 到 InfoNCE

轉載:https://zhuanlan.zhihu.com/p/334772391 Noise Contrastive Estimation 前世今生——從 NCE 到 InfoNCE 0 前言 作為剛入門自監督學習的小白,在閱讀其中 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,對比學習)

最近深度學習兩巨頭 Bengio 和 LeCun 在 ICLR 2020 上點名 Self-Supervised Learning(SSL,自監督學習) 是 AI 的未來,而其的代表的 Framework 便是 Contrastive Learning(CL,對比學習)。 另一巨頭 Hinton ...

Wed Jun 02 03:36:00 CST 2021 0 281
 
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