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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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08/11/2023
Enhancing Generalization of Universal Adversarial Perturbation through Gradient Aggregation
Deep neural networks are vulnerable to universal adversarial perturbatio...
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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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04/14/2023
CornerFormer: Boosting Corner Representation for Fine-Grained Structured Reconstruction
Structured reconstruction is a non-trivial dense prediction problem, whi...
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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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03/08/2023
Semi-Supervised 2D Human Pose Estimation Driven by Position Inconsistency Pseudo Label Correction Module
In this paper, we delve into semi-supervised 2D human pose estimation. T...
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02/16/2023
Unsupervised Evaluation of Out-of-distribution Detection: A Data-centric Perspective
Out-of-distribution (OOD) detection methods assume that they have test g...
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02/11/2023
Dive into the Resolution Augmentations and Metrics in Low Resolution Face Recognition: A Plain yet Effective New Baseline
Although deep learning has significantly improved Face Recognition (FR),...
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12/29/2022
Efficient Image Super-Resolution with Feature Interaction Weighted Hybrid Network
Recently, great progress has been made in single-image super-resolution ...
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12/02/2022
Model and Data Agreement for Learning with Noisy Labels
Learning with noisy labels is a vital topic for practical deep learning ...
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08/17/2022
Disentangling Identity and Pose for Facial Expression Recognition
Facial expression recognition (FER) is a challenging problem because the...
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07/21/2022
Learn From All: Erasing Attention Consistency for Noisy Label Facial Expression Recognition
Noisy label Facial Expression Recognition (FER) is more challenging than...
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07/19/2022
DH-AUG: DH Forward Kinematics Model Driven Augmentation for 3D Human Pose Estimation
Due to the lack of diversity of datasets, the generalization ability of ...
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07/19/2022
Exploring Disentangled Content Information for Face Forgery Detection
Convolutional neural network based face forgery detection methods have a...
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07/04/2022
Identifying Rhythmic Patterns for Face Forgery Detection and Categorization
With the emergence of GAN, face forgery technologies have been heavily a...
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05/28/2022
Boosting Facial Expression Recognition by A Semi-Supervised Progressive Teacher
In this paper, we aim to improve the performance of in-the-wild Facial E...
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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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05/24/2022
SFace: Sigmoid-Constrained Hypersphere Loss for Robust Face Recognition
Deep face recognition has achieved great success due to large-scale trai...
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05/24/2022
OPOM: Customized Invisible Cloak towards Face Privacy Protection
While convenient in daily life, face recognition technologies also raise...
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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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03/02/2022
Video Question Answering: Datasets, Algorithms and Challenges
Video Question Answering (VideoQA) aims to answer natural language quest...
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12/14/2021
Federated Learning for Face Recognition with Gradient Correction
With increasing appealing to privacy issues in face recognition, federat...
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09/13/2021
MLFW: A Database for Face Recognition on Masked Faces
As more and more people begin to wear masks due to current COVID-19 pand...
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04/14/2021
Representative Forgery Mining for Fake Face Detection
Although vanilla Convolutional Neural Network (CNN) based detectors can ...
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03/30/2021
Identity-Aware CycleGAN for Face Photo-Sketch Synthesis and Recognition
Face photo-sketch synthesis and recognition has many applications in dig...
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03/27/2021
Face Transformer for Recognition
Recently there has been great interests of Transformer not only in NLP b...
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12/07/2020
Selective Pseudo-Labeling with Reinforcement Learning for Semi-Supervised Domain Adaptation
Recent domain adaptation methods have demonstrated impressive improvemen...
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08/26/2020
Point Adversarial Self Mining: A Simple Method for Facial Expression Recognition in the Wild
In this paper, the Point Adversarial Self Mining (PASM) approach, a simp...
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08/12/2020
RAF-AU Database: In-the-Wild Facial Expressions with Subjective Emotion Judgement and Objective AU Annotations
Much of the work on automatic facial expression recognition relies on da...
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06/25/2020
PropagationNet: Propagate Points to Curve to Learn Structure Information
Deep learning technique has dramatically boosted the performance of face...
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05/18/2020
Omni-supervised Facial Expression Recognition: A Simple Baseline
In this paper, we target on advancing the performance in facial expressi...
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04/13/2020
Towards Transferable Adversarial Attack against Deep Face Recognition
Face recognition has achieved great success in the last five years due 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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10/25/2019
Metric Classification Network in Actual Face Recognition Scene
In order to make facial features more discriminative, some new models ha...
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09/20/2019
Adversarial Learning with Margin-based Triplet Embedding Regularization
The Deep neural networks (DNNs) have achieved great success on a variety...
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08/16/2019
Mixed High-Order Attention Network for Person Re-Identification
Attention has become more attractive in person reidentification (ReID) a...
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07/27/2019
Hybrid-Attention based Decoupled Metric Learning for Zero-Shot Image Retrieval
In zero-shot image retrieval (ZSIR) task, embedding learning becomes mor...
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04/25/2019
A Deeper Look at Facial Expression Dataset Bias
Datasets play an important role in the progress of facial expression rec...
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04/04/2019
Signal-to-Noise Ratio: A Robust Distance Metric for Deep Metric Learning
Deep metric learning, which learns discriminative features to process im...
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01/22/2019
Energy Confused Adversarial Metric Learning for Zero-Shot Image Retrieval and Clustering
Deep metric learning has been widely applied in many computer vision tas...
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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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11/30/2018
Virtual Class Enhanced Discriminative Embedding Learning
Recently, learning discriminative features to improve the recognition pe...
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11/20/2018
Learning Better Features for Face Detection with Feature Fusion and Segmentation Supervision
The performance of face detectors has been largely improved with the dev...
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06/04/2018
ALMN: Deep Embedding Learning with Geometrical Virtual Point Generating
Deep embedding learning becomes more attractive for discriminative featu...
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04/23/2018
Deep Facial Expression Recognition: A Survey
With the transition of facial expression recognition (FER) from laborato...
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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