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07/20/2023
Heterogeneous Federated Learning: State-of-the-art and Research Challenges
Federated learning (FL) has drawn increasing attention owing to its pote...
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02/12/2022
Open-set Adversarial Defense with Clean-Adversarial Mutual Learning
Open-set recognition and adversarial defense study two key aspects of de...
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10/25/2021
Federated Test-Time Adaptive Face Presentation Attack Detection with Dual-Phase Privacy Preservation
Face presentation attack detection (fPAD) plays a critical role in the m...
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04/14/2021
Federated Generalized Face Presentation Attack Detection
Face presentation attack detection plays a critical role in the modern f...
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09/02/2020
Open-set Adversarial Defense
Open-set recognition and adversarial defense study two key aspects of de...
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08/05/2020
Self-supervised Temporal Discriminative Learning for Video Representation Learning
Temporal cues in videos provide important information for recognizing ac...
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05/29/2020
Federated Face Anti-spoofing
Face presentation attack detection plays a critical role in the modern f...
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11/25/2019
Regularized Fine-grained Meta Face Anti-spoofing
Face presentation attacks have become an increasingly critical concern w...
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04/06/2019
Unsupervised Embedding Learning via Invariant and Spreading Instance Feature
This paper studies the unsupervised embedding learning problem, which re...
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11/05/2017
Inference-Based Similarity Search in Randomized Montgomery Domains for Privacy-Preserving Biometric Identification
Similarity search is essential to many important applications and often ...
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03/02/2017
Face Image Reconstruction from Deep Templates
State-of-the-art face recognition systems are based on deep (convolution...
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10/31/2016
Temporal Matrix Completion with Locally Linear Latent Factors for Medical Applications
Regular medical records are useful for medical practitioners to analyze ...
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12/18/2015
Deformable Distributed Multiple Detector Fusion for Multi-Person Tracking
This paper addresses fully automated multi-person tracking in complex en...
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01/06/2012