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09/06/2023
Geometry of Sensitivity: Twice Sampling and Hybrid Clipping in Differential Privacy with Optimal Gaussian Noise and Application to Deep Learning
We study the fundamental problem of the construction of optimal randomiz...
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07/27/2023
Gloss-free Sign Language Translation: Improving from Visual-Language Pretraining
Sign Language Translation (SLT) is a challenging task due to its cross-d...
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07/19/2023
General vs. Long-Tailed Age Estimation: An Approach to Kill Two Birds with One Stone
Facial age estimation has received a lot of attention for its diverse ap...
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06/29/2023
NCL++: Nested Collaborative Learning for Long-Tailed Visual Recognition
Long-tailed visual recognition has received increasing attention in rece...
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04/15/2023
Surveillance Face Presentation Attack Detection Challenge
Face Anti-spoofing (FAS) is essential to secure face recognition systems...
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04/12/2023
Wild Face Anti-Spoofing Challenge 2023: Benchmark and Results
Face anti-spoofing (FAS) is an essential mechanism for safeguarding the ...
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03/14/2023
Precise Facial Landmark Detection by Reference Heatmap Transformer
Most facial landmark detection methods predict landmarks by mapping the ...
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01/12/2023
Effective Decision Boundary Learning for Class Incremental Learning
Rehearsal approaches in class incremental learning (CIL) suffer from dec...
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11/16/2022
A Unified Multimodal De- and Re-coupling Framework for RGB-D Motion Recognition
Motion recognition is a promising direction in computer vision, but the ...
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10/07/2022
Differentially Private Deep Learning with ModelMix
Training large neural networks with meaningful/usable differential priva...
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09/29/2022
Effective Vision Transformer Training: A Data-Centric Perspective
Vision Transformers (ViTs) have shown promising performance compared wit...
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03/29/2022
Nested Collaborative Learning for Long-Tailed Visual Recognition
The networks trained on the long-tailed dataset vary remarkably, despite...
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02/14/2022
Single-stage Rotate Object Detector via Two Points with Solar Corona Heatmap
Oriented object detection is a crucial task in computer vision. Current ...
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01/29/2022
2D+3D facial expression recognition via embedded tensor manifold regularization
In this paper, a novel approach via embedded tensor manifold regularizat...
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12/23/2021
Robust and Precise Facial Landmark Detection by Self-Calibrated Pose Attention Network
Current fully-supervised facial landmark detection methods have progress...
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10/25/2021
LAE : Long-tailed Age Estimation
Facial age estimation is an important yet very challenging problem in co...
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08/16/2021
3D High-Fidelity Mask Face Presentation Attack Detection Challenge
The threat of 3D masks to face recognition systems is increasingly serio...
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06/24/2021
ChaLearn Looking at People: Inpainting and Denoising challenges
Dealing with incomplete information is a well studied problem in the con...
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02/10/2021
Regional Attention with Architecture-Rebuilt 3D Network for RGB-D Gesture Recognition
Human gesture recognition has drawn much attention in the area of comput...
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01/23/2021
Granular conditional entropy-based attribute reduction for partially labeled data with proxy labels
Attribute reduction is one of the most important research topics in the ...
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12/22/2020
GuidedStyle: Attribute Knowledge Guided Style Manipulation for Semantic Face Editing
Although significant progress has been made in synthesizing high-quality...
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12/09/2020
Robust Facial Landmark Detection by Multi-order Multi-constraint Deep Networks
Recently, heatmap regression has been widely explored in facial landmark...
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11/16/2020
Robust Facial Landmark Detection by Cross-order Cross-semantic Deep Network
Recently, convolutional neural networks (CNNs)-based facial landmark det...
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10/25/2020
On Updating and Querying Submatrices
In this paper, we study the d-dimensional update-query problem. We provi...
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10/17/2020
Robust Face Alignment by Multi-order High-precision Hourglass Network
Heatmap regression (HR) has become one of the mainstream approaches for ...
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08/25/2020
Think about boundary: Fusing multi-level boundary information for landmark heatmap regression
Although current face alignment algorithms have obtained pretty good per...
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12/05/2019
Static and Dynamic Fusion for Multi-modal Cross-ethnicity Face Anti-spoofing
Regardless of the usage of deep learning and handcrafted methods, the dy...
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09/25/2019
WiderPerson: A Diverse Dataset for Dense Pedestrian Detection in the Wild
Pedestrian detection has achieved significant progress with the availabi...
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08/28/2019
CASIA-SURF: A Large-scale Multi-modal Benchmark for Face Anti-spoofing
Face anti-spoofing is essential to prevent face recognition systems from...
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07/29/2019
ChaLearn Looking at People: IsoGD and ConGD Large-scale RGB-D Gesture Recognition
The ChaLearn large-scale gesture recognition challenge has been run twic...
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03/02/2019
DeepGini: Prioritizing Massive Tests to Reduce Labeling Cost
Deep neural network (DNN) based systems have been deployed to assist var...
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12/02/2018
CASIA-SURF: A Dataset and Benchmark for Large-scale Multi-modal Face Anti-Spoofing
Face anti-spoofing is essential to prevent face recognition systems from...
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11/19/2018
Representation based and Attention augmented Meta learning
Deep learning based computer vision fails to work when labeled images ar...
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10/31/2017
RGB-D-based Human Motion Recognition with Deep Learning: A Survey
Human motion recognition is one of the most important branches of human-...
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11/21/2016
Multi-Modality Fusion based on Consensus-Voting and 3D Convolution for Isolated Gesture Recognition
Recently, the popularity of depth-sensors such as Kinect has made depth ...
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10/17/2013