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## Author
William L. Hamilton, Rex Ying, and Jure Leskovec
## Published
2017, IEEE
## Introduction
伝統的なembeddingの手法は,ヒューリスティックに特徴を作成し,それを保存するような手法をとっていたが,特徴の作成は難しく,グラフに大きく依存してしまう.
近年は,自動的にグラ…
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## 💭 Description:
Add models classified as generative models or in the context of Representation Learning in general.
## 📍 Where:
In the [Models](https://github.com/divyanshugit/representation_le…
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Hi.
I am writing a C++ program where I would like to learn word representation directly inside of the program using the fasttext library. The problem is that function train() in fasttext.h accepts…
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https://virtual2023.aclweb.org/paper_P4950.html
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## Semantic Re-Tuning With Contrastive Tension(ICML2020)
以往的基于无监督的图对比学习算法都是在邻居节点设计正负例,本文利用Diffusion matrix提出了一种全局的视角(multi-view),用普通的GCN网络在很简单的任务上取得了SOTA。
### 信息
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- 主要作者:Kaveh Hassani, …
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From [Algorithmic Simplicity](https://www.youtube.com/@algorithmicsimplicity):
- [x] [Why Does Diffusion Work Better than Auto-Regression? - YouTube](https://www.youtube.com/watch?v=zc5NTeJbk-k)
-…
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Enhance ''Students; Courses; Learning Hours; visitors'' Section with Hover Effects
## Overview
We aim to improve the visual appeal and interactivity of the "Students' Courses" section on the lear…
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# Keywords
CPC, InfoNCE, Predictive Coding, Negative Sampling
# TL;DR
- Predictive coding과 NCE를 활용하여 여러 도메인에 적용될 수 있는 unsupervised 학습 방법 제시
- 기존 binary 비교 방식의 NCE에서 확장하여 한 입력 데이터 내에서 복수의 negativ…
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Incorporating segmentation masks into appearance module will allow learning of localized ciliary patches. Right now, we have segmentation masks on ~20% of entire dataset and appearance module is not t…
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DLP-KDD 2019
https://dlp-kdd.github.io/dlp-kdd2019/assets/pdf/a14-luo.pdf