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Age-Invariant Face Embeddings Using Manifold Techniques and Fairness-Aware Loss Functions by liamsales.signup is a document available to read on EtoBox.

What is Age-Invariant Face Embeddings Using Manifold Techniques and Fairness-Aware Loss Functions about?

The project aims to create a fairness-aware embedding framework for generating age-invariant facial representations using manifold learning techniques and fairness-driven loss functions. Specific objectives include establishing pretrained baselines, exploring manifold embeddings, enhancing age-invariance through specialized loss functions, and implementing fairness mitigation strategies. The project will utilize datasets like FairFace and CACD for evaluation while acknowledging limitations such as scalabili

Author

liamsales.signup

Language

EN