Popular GitHub Repositories for Nce Criterion

Unsupervised Feature Learning via Non-parametric Instance Discrimination

The Noise Contrastive Estimation for softmax output written in Pytorch

[ICCV21] Official implementation of the "Social NCE: Contrastive Learning of Socially-aware Motion Representations" in PyTorch.

Auto Segmentation Criterion (ASG) implemented in pytorch

[ICCV'21] Official implementation of the "Social NCE: Contrastive Learning of Socially-aware Motion Representations" in PyTorch, for Social-STGCNN on trajectory forecasting.

Term 1 Project 3 Design a Sign Language Recognition System by Luke Schoen for Udacity Artificial Intelligence Nanodegree (AIND)

The Matlab code of "A Variance Maximization Criterion for Active Learning"

The proposed model is able to predict the evaluation of both grammatical coherence, vocabulary and grammatical conventions, so that the evaluation can give each of those criteria a value between 1 and 5, I did not treat the system as a classification process, but rather it was treated as a REGRESSION issue. It includes several steps through which a few errors were reached, all ranging between 0.25 for each criterion. The values ??of the weights that were reached can also be used to deal with the issue as a classification process (but it was not dealt with as well in this proposed methodology).

Model selection criterion to obtain machine learning models with both high fairness and high accuracy

Model selection criterion to obtain machine learning models with both high fairness and high accuracy

M. Sc. project: Comparison of 3 criterion of selection in active learning