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Federated Learning for Face Recognition with Gradient Correction
Yifan Niu, Weihong Deng
With increasing appealing to privacy issues in face recognition, federated learning has emerged as one of the most prevalent approaches to study the unconstrained face recognition…
MLFW: A Database for Face Recognition on Masked Faces
Chengrui Wang, Han Fang, Yaoyao Zhong +1
As more and more people begin to wear masks due to current COVID-19 pandemic, existing face recognition systems may encounter severe performance degradation when recognizing masked…
Representative Forgery Mining for Fake Face Detection
Chengrui Wang, Weihong Deng
Although vanilla Convolutional Neural Network (CNN) based detectors can achieve satisfactory performance on fake face detection, we observe that the detectors tend to seek forgerie…
Face Transformer for Recognition
Yaoyao Zhong, Weihong Deng
Recently there has been a growing interest in Transformer not only in NLP but also in computer vision. We wonder if transformer can be used in face recognition and whether it is be…
Identity-Aware CycleGAN for Face Photo-Sketch Synthesis and Recognition
Yuke Fang, Jiani Hu, Weihong Deng
Face photo-sketch synthesis and recognition has many applications in digital entertainment and law enforcement. Recently, generative adversarial networks (GANs) based methods have…