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Facial Attribute Classification

Facial attribute classification is the task of classifying various attributes of a facial image - e.g. whether someone has a beard, is wearing a hat, and so on.

( Image credit: Multi-task Learning of Cascaded CNN for Facial Attribute Classification )

Papers

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Showing 1–37 of 37 papers

TitleStatusHype
Beyond Specialization: Assessing the Capabilities of MLLMs in Age and Gender EstimationCode3
FaceXFormer: A Unified Transformer for Facial AnalysisCode3
MARLIN: Masked Autoencoder for facial video Representation LearnINgCode2
MiVOLO: Multi-input Transformer for Age and Gender EstimationCode2
Distributionally Generative Augmentation for Fair Facial Attribute ClassificationCode1
Fair Contrastive Learning for Facial Attribute ClassificationCode1
Learning from Failure: Training Debiased Classifier from Biased ClassifierCode1
Deep Learning Face Attributes in the WildCode1
Label2Label: A Language Modeling Framework for Multi-Attribute LearningCode1
FairFace: Face Attribute Dataset for Balanced Race, Gender, and AgeCode1
Discover and Mitigate Unknown Biases with Debiasing Alternate NetworksCode1
Towards Machine Unlearning Benchmarks: Forgetting the Personal Identities in Facial Recognition SystemsCode1
Adversarial Information FactorizationCode0
Imbalanced Deep Learning by Minority Class Incremental RectificationCode0
Consistency and Accuracy of CelebA Attribute ValuesCode0
Training Debiased Subnetworks with Contrastive Weight PruningCode0
PANDA: Pose Aligned Networks for Deep Attribute ModelingCode0
FineFACE: Fair Facial Attribute Classification Leveraging Fine-grained FeaturesCode0
Turning a Blind Eye: Explicit Removal of Biases and Variation from Deep Neural Network Embeddings—0
Walk and Learn: Facial Attribute Representation Learning from Egocentric Video and Contextual Data—0
AFFACT - Alignment-Free Facial Attribute Classification Technique—0
Are Facial Attributes Adversarially Robust?—0
A Self-Supervised Learning Pipeline for Demographically Fair Facial Attribute Classification—0
Attributes for Improved Attributes: A Multi-Task Network for Attribute Classification—0
BiaSwap: Removing dataset bias with bias-tailored swapping augmentation—0
CAT: Controllable Attribute Translation for Fair Facial Attribute Classification—0
Deep Generative Views to Mitigate Gender Classification Bias Across Gender-Race Groups—0
Deep Multi-task Multi-label CNN for Effective Facial Attribute Classification—0
Fair Multi-Exit Framework for Facial Attribute Classification—0
Heterogeneous Face Attribute Estimation: A Deep Multi-Task Learning Approach—0
Impact of Face Alignment on Face Image Quality—0
Improving Bias in Facial Attribute Classification: A Combined Impact of KL Divergence induced Loss Function and Dual Attention—0
Improving Facial Attribute Prediction using Semantic Segmentation—0
Learning Spatial-Semantic Relationship for Facial Attribute Recognition With Limited Labeled Data—0
Leveraging vision-language models for fair facial attribute classification—0
Multi-label Learning Based Deep Transfer Neural Network for Facial Attribute Classification—0
Multi-task Learning of Cascaded CNN for Facial Attribute Classification—0
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