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Stanford Online

Stanford Online is an educational initiative launched by Stanford University which offers a variety of professional education opportunities. As a… 
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Massive open online course

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2020
2020
Layer-wise Pruning and Auto-tuning of Layer-wise Learning Rates in Fine-tuning of Deep Networks
Existing fine-tuning methods use a single learning rate over all layers. In this paper, first, we discuss that trends of layer… 
2020
2020
Calibrated neighborhood aware confidence measure for deep metric learning
Deep metric learning has gained promising improvement in recent years following the success of deep learning. It has been… 
2019
2019
Deep Metric Learning With Alternating Projections Onto Feasible Sets
Minimizers of the typical distance metric learning loss functions can be considered as “feasible points” satisfying a set of… 
2019
2019
Deep Metric Learning using Similarities from Nonlinear Rank Approximations
In recent years, deep metric learning has achieved promising results in learning high dimensional semantic feature embeddings… 
2018
2018
Generalization in Metric Learning: Should the Embedding Layer be the Embedding Layer?
Many recent works advancing deep learning tend to focus on large scale setting with the goal of more effective training and… 
2017
2017
Deep Metric Learning with False Positive Probability - Trade Off Hard Levels in a Weighted Way
In recent years, deep metric learning has been an end-to-end fashion in computer vision community due to the great success of… 
2016
2016
Learnable Structured Clustering Framework for Deep Metric Learning
Learning the representation and the similarity metric in an end-to-end fashion with deep networks have demonstrated outstanding… 
2013
2013
Team Leaning:The New Instruction Model of Stanford Online Course of Venture Lab
Venture Lab is an online entrepreneurial education course open to the whole world by Stanford for the first time.More than 100… 
1999
1999
Stanford Learning: Worldwide Availability On-Demand at Stanford Online
The changing dynamics of todays workplace put employee time at a premium and create pressure on educational institutions to… 
Review
1998
Review
1998
Stanford Online: The Stanford University Experience with Online Education.
This paper describes Stanford Online, a distance learning program at Stanford University (California) that utilizes the concept… 
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