Gender Prediction
21 papers with code • 3 benchmarks • 6 datasets
AgeDB
M-VAD Names
IMDB-Clean
UIT-ViNames
LAGENDA
Most implemented papers
Real-time Convolutional Neural Networks for Emotion and Gender Classification
oarriaga/face_classification
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In this paper we propose an implement a general convolutional neural network (CNN) building framework for designing real-time CNNs.
Rank consistent ordinal regression for neural networks with application to age estimation
Raschka-research-group/coral-cnn
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In many real-world prediction tasks, class labels include information about the relative ordering between labels, which is not captured by commonly-used loss functions such as multi-category cross-entropy.
Increasingly Packing Multiple Facial-Informatics Modules in A Unified Deep-Learning Model via Lifelong Learning
ivclab/PAE
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Proceedings of the 2019 on International Conference on Multimedia Retrieval 2019
Simultaneously running multiple modules is a key requirement for a smart multimedia system for facial applications including face recognition, facial expression understanding, and gender identification.
Deep Learning for ECG Analysis: Benchmarks and Insights from PTB-XL
helme/ecg_ptbxl_benchmarking
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Electrocardiography is a very common, non-invasive diagnostic procedure and its interpretation is increasingly supported by automatic interpretation algorithms.
Predicting Gender by First Name Using Character-level Machine Learning
roscibely/Gender-Classification
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Predicting gender by the first name is not a simple task.
Self-Supervised Transformers for fMRI representation
gonyrosenman/tff
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We present TFF, which is a Transformer framework for the analysis of functional Magnetic Resonance Imaging (fMRI) data.
Robustness Disparities in Face Detection
Many existing algorithmic audits examine the performance of these systems on later stage elements of facial analysis systems like facial recognition and age, emotion, or perceived gender prediction; however, a core component to these systems has been vastly understudied from a fairness perspective: face detection, sometimes called face localization.
Modeling the Temporal Nature of Human Behavior for Demographics Prediction
Mobile phone metadata is increasingly used for humanitarian purposes in developing countries as traditional data is scarce.
A Fusion-based Gender Recognition Method Using Facial Images
This paper proposes a fusion-based gender recognition method which uses facial images as input.
Bleaching Text: Abstract Features for Cross-lingual Gender Prediction
Gender prediction has typically focused on lexical and social network features, yielding good performance, but making systems highly language-, topic-, and platform-dependent.
