Gender Prediction
22 papers with code • 3 benchmarks • 6 datasets
AgeDB
M-VAD Names
IMDB-Clean
LAGENDA
UIT-ViNames
Latest papers with no code
A Picture is Worth 500 Labels: A Case Study of Demographic Disparities in Local Machine Learning Models for Instagram and TikTok
Capitalizing on this new processing model of locally analyzing user images, we analyze two popular social media apps, TikTok and Instagram, to reveal (1) what insights vision models in both apps infer about users from their image and video data and (2) whether these models exhibit performance disparities with respect to demographics.
Topological data analysis of human vowels: Persistent homologies across representation spaces
Then, it consists in building a multiscale topological structure on the top of the data using a pre-specified filtration, and finally to compute the topological signature to be further exploited.
Prediction of Gender from Longitudinal MRI data via Deep Learning on Adolescent Data Reveals Unique Patterns Associated with Brain Structure and Change over a Two-year Period
Prior work has demonstrated that deep learning models that take advantage of the data's 3D structure can outperform standard machine learning on several learning tasks.
Predicting Gender via Eye Movements
And second, we are able to provide a mean accuracy with a very low standard error (SEM): our accuracy is 65. 2 %, and the SEM is 0. 80 %; this is achieved through many runs of randomly selecting training and test sets for the prediction.
Human Gender Prediction Based on Deep Transfer Learning from Panoramic Radiograph Images
In our study, a data set consisting of 24, 000 dental panoramic images was prepared for binary classification, and the transfer learning method was used to accelerate the training and increase the performance of our proposed DenseNet121 deep learning model.
Efficacy of Transformer Networks for Classification of Raw EEG Data
Despite having achieved automated feature extraction in several other domains, deep learning has not yet been accomplished for EEG.
Age and Gender Prediction using Deep CNNs and Transfer Learning
Specifically, this paper focuses on age estimation, age classification and gender classification from still facial images of an individual.
Facial Masks and Soft-Biometrics: Leveraging Face Recognition CNNs for Age and Gender Prediction on Mobile Ocular Images
Also, the use of mobile devices has exploded, with the pandemic further accelerating the migration to digital services.
IA-GCN: Interpretable Attention based Graph Convolutional Network for Disease prediction
The main novelty lies in the interpretable attention module (IAM), which directly operates on multi-modal features.
Gender Prediction Based on Vietnamese Names with Machine Learning Techniques
We propose a new dataset for gender prediction based on Vietnamese names.
