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07/11/2023
Bayesian inference on the order of stationary vector autoregressions
Vector autoregressions (VARs) have an associated order p; conditional on...
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05/05/2023
Is dataset condensation a silver bullet for healthcare data sharing?
Safeguarding personal information is paramount for healthcare data shari...
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05/05/2023
Data Encoding For Healthcare Data Democratisation and Information Leakage Prevention
The lack of data democratization and information leakage from trained mo...
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09/03/2022
Training Strategies for Improved Lip-reading
Several training strategies and temporal models have been recently propo...
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03/24/2022
Self-supervised Video-centralised Transformer for Video Face Clustering
This paper presents a novel method for face clustering in videos using a...
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01/24/2022
Do Smart Glasses Dream of Sentimental Visions? Deep Emotionship Analysis for Eyewear Devices
Emotion recognition in smart eyewear devices is highly valuable but chal...
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10/18/2021
Domain Generalisation for Apparent Emotional Facial Expression Recognition across Age-Groups
Apparent emotional facial expression recognition has attracted a lot of ...
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06/21/2021
FP-Age: Leveraging Face Parsing Attention for Facial Age Estimation in the Wild
Image-based age estimation aims to predict a person's age from facial im...
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05/03/2021
MemX: An Attention-Aware Smart Eyewear System for Personalized Moment Auto-capture
This work presents MemX: a biologically-inspired attention-aware eyewear...
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04/09/2021
A Reinforcement-Learning-Based Energy-Efficient Framework for Multi-Task Video Analytics Pipeline
Deep-learning-based video processing has yielded transformative results ...
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02/04/2021
RoI Tanh-polar Transformer Network for Face Parsing in the Wild
Face parsing aims to predict pixel-wise labels for facial components of ...
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09/29/2020
Lip-reading with Densely Connected Temporal Convolutional Networks
In this work, we present the Densely Connected Temporal Convolutional Ne...
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06/05/2020
Dilated Convolutions with Lateral Inhibitions for Semantic Image Segmentation
Dilated convolutions are widely used in deep semantic segmentation model...
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10/11/2019
Shape Constrained Network for Eye Segmentation in the Wild
Semantic segmentation of eyes has long been a vital pre-processing step ...
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07/02/2019
Dynamic Face Video Segmentation via Reinforcement Learning
For real-time semantic video segmentation, most recent works utilise a d...
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04/02/2019
End-to-End Visual Speech Recognition for Small-Scale Datasets
Traditional visual speech recognition systems consist of two stages, fea...
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07/24/2018
Face Mask Extraction in Video Sequence
Inspired by the recent development of deep network-based methods in sema...
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06/11/2018
Fractal and multifractal properties of electrographic recordings of human brain activity
The brain is a system operating on multiple time scales, and characteris...
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04/10/2018
A real-time and unsupervised face Re-Identification system for Human-Robot Interaction
In the context of Human-Robot Interaction (HRI), face Re-Identification ...
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02/09/2018
Learning Local Metrics and Influential Regions for Classification
The performance of distance-based classifiers heavily depends on the und...
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09/12/2017