A Generative Approach to Mitigate Bias in Face Matching using Learned Latent Structure.
Jamal AlasadiAhmed Al HilliPradeep K. AtreyVivek K. SinghPublished in: BigMM (2022)
Keyphrases
- face matching
- latent structure
- discriminative learning
- generative model
- multidimensional scaling
- face recognition
- latent variables
- feature representation
- face recognition systems
- negative matrix factorization
- maximum margin
- low dimensional
- face images
- structured prediction
- topic modeling
- pose variations
- probabilistic model
- group activities
- conditional random fields
- prior knowledge
- viewpoint
- image processing