Search Results for author: Eduarda Caldeira

Found 3 papers, 2 papers with code

Model Compression Techniques in Biometrics Applications: A Survey

1 code implementation18 Jan 2024 Eduarda Caldeira, Pedro C. Neto, Marco Huber, Naser Damer, Ana F. Sequeira

The development of deep learning algorithms has extensively empowered humanity's task automatization capacity.

Fairness Knowledge Distillation +2

Compressed Models Decompress Race Biases: What Quantized Models Forget for Fair Face Recognition

no code implementations23 Aug 2023 Pedro C. Neto, Eduarda Caldeira, Jaime S. Cardoso, Ana F. Sequeira

We investigate the overall performance, the performance on each ethnicity subgroup and the racial bias of a State-of-the-Art quantization approach when used with synthetic and real data.

Face Recognition Quantization

Cannot find the paper you are looking for? You can Submit a new open access paper.