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08/22/2023
SwinFace: A Multi-task Transformer for Face Recognition, Expression Recognition, Age Estimation and Attribute Estimation
In recent years, vision transformers have been introduced into face reco...
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05/23/2023
Adaptive Face Recognition Using Adversarial Information Network
In many real-world applications, face recognition models often degenerat...
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04/05/2023
Gradient Attention Balance Network: Mitigating Face Recognition Racial Bias via Gradient Attention
Although face recognition has made impressive progress in recent years, ...
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07/20/2022
Spatial Aware Multi-Task Learning Based Speech Separation
During the Covid, online meetings have become an indispensable part of o...
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05/27/2022
Cycle Label-Consistent Networks for Unsupervised Domain Adaptation
Domain adaptation aims to leverage a labeled source domain to learn a cl...
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05/27/2022
Deep face recognition with clustering based domain adaptation
Despite great progress in face recognition tasks achieved by deep convol...
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05/19/2022
Oracle-MNIST: a Realistic Image Dataset for Benchmarking Machine Learning Algorithms
We introduce the Oracle-MNIST dataset, comprising of 28×28 grayscale ima...
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05/13/2022
Unsupervised Structure-Texture Separation Network for Oracle Character Recognition
Oracle bone script is the earliest-known Chinese writing system of the S...
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05/13/2022
Meta Balanced Network for Fair Face Recognition
Although deep face recognition has achieved impressive progress in recen...
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07/08/2021
Predicting Disease Progress with Imprecise Lab Test Results
In existing deep learning methods, almost all loss functions assume that...
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12/23/2020
A hidden anti-jamming method based on deep reinforcement learning
Most of the current anti-jamming algorithms for wireless communications ...
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07/24/2020
Impact of Medical Data Imprecision on Learning Results
Test data measured by medical instruments often carry imprecise ranges t...
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11/25/2019
Mitigate Bias in Face Recognition using Skewness-Aware Reinforcement Learning
Racial equality is an important theme of international human rights law,...
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09/12/2019
Time-weighted Attentional Session-Aware Recommender System
Session-based Recurrent Neural Networks (RNNs) are gaining increasing po...
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04/06/2019
Broadcast Age of Information in CSMA/CA Based Wireless Networks
We consider a wireless sensor network in which all the nodes wish to spr...
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12/01/2018
Racial Faces in-the-Wild: Reducing Racial Bias by Deep Unsupervised Domain Adaptation
Despite of the progress achieved by deep learning in face recognition (F...
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04/18/2018
Deep Face Recognition: A Survey
Driven by graphics processing units (GPUs), massive amounts of annotated...
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02/10/2018