Tag：paper
-
Electronic contract helps enterprises fight digital epidemic
id:BSN_2021Official account: BSN study societySince the end of 2019, a New Coronavirus pneumonia epidemic known as COVID-19 has swept the globe and has had a tremendous impact on the production and life of the people of the world.Facing the impact of this epidemic, what good solutions can help enterprises return to work and production? Can […]
-
Learn to draw with Nature Genetics: a simple example of R language ggplot2 drawing a world map
Whole genome resequencing of 445 Lactuca access requests the household history of cultivated lettuce image.png The data of this paper is public. We can try to reproduce the graph used to display the data in the paper with the public data. The first figure uses a map to show the geographical distribution of the experimental […]
-
Training graph convolution network GCN on Cora dataset using pytorch geometry
Graph structure can be seen everywhere in the real world. Roads, social networks and molecular structures can be represented by graphs. Graph is one of the most important data structures we have. There are many resources today that can teach us everything we need to apply machine learning to such data.There have been many theories […]
-
Why can small batch make the model more generalized
Batch size is one of the important super parameters in machine learning. This super parameter defines the number of samples to be processed before updating the internal model parameters. The above figure is an example of using SGD to test different batch sizes. Batch size can determine the performance of many neural networks based on […]
-
Learn to draw with Nature Genetics: R language ggplot2 draws a schematic diagram of gene structure
The figure repeated in today’s tweet comes from the paper Whole-genome resequencing of 445 Lactuca accessions reveals the domestication history of cultivated lettuce image.png The picture I tried to repeat today corresponds to figure 8C, gene structure map, in the annex of the paper. The description of the map in the text part of the […]
-
NLP (44): Bert flow
Bert flow from the paper《On the Sentence Embeddings from Pre-trained Language Models》, emnlp 2020 is mainly used to correct the distribution of sentence vectors from Bert with flow model, so as to make the calculated cos similarity more reasonable. Because of the habit of Arixv, I saw it when I put it in Arxiv, but […]
-
Bjarne Stroustrup, the father of C + +, devoted himself to the white paper of modern C + +
This is the Chinese version of the hopl4 paper by Bjarne Stroustrup, the father of C + +. HOPL is the abbreviation of history of programming languages. It is a conference under ACM (Association of computing machines). It is held about every 15 years. Bjarne’s paper is the paper he prepared for the HOPL IV […]
-
Hengyuan cloud_ Child tuning: dropout in the back propagation version
Source: Hengyuan cloud community (focusing on artificial intelligence / deep learning cloud GPU server training platform, official experience website:gpushare.com/ ） Original address|https://bbs.gpushare.com/topic/693/child-tuning-%E5%8F%8D%E5%90%91%E4%BC%A0%E6%92%AD%E7%89%88%E7%9A%84dropout?_=1636359613997 This article is mainly about the paper on emnlp2021Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuningExplain. The title of the paper is somewhat abstract, but in the words of […]
-
Wacv 2021 paper – image segmentation
Compile | CV Opencv (wechat ID: iopencv) This article reviews the papers related to wacv2021 image segmentation, including matting, examples, panorama, semantic segmentation, natural disaster assessment and other related applications. It is noteworthy that there is a text matting that has been rarely or never studied in previous work. A total of 11 articles. If […]
-
Untitled
Now I seriously doubt the gold content of the mmsys conference, and I don’t want to read the papers of this conference in the future.
-
Open source sharing and in-depth explanation of baseline model | 2021 maxp live lecture 2: graph machine learning task based on DGL
This article is the second full version live review of the 2021 maxp series open class, which is given by Dr. Zhang Jian of Amazon cloud technology Shanghai Artificial Intelligence Research Institute. This paper introduces the general situation of graph machine learning task, and focuses on the graph machine learning problem of this competition. The […]
-
[interpretation of the paper] a sharp tool for text classification: Bert trim
Thesis title: how to fine tune Bert for text classification?English Title: how to fine tune Bert for text classification?Author: Fudan UniversityQiu XipengTeacher research groupExperiment code:https://github.com/xuyige/BERT4doc-Classification preface Now, we are very fond of the pre training model in the competition, which is basically the first choice for the NLP competition baseline (there are also pre training […]