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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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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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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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06/10/2020
Towards Certified Robustness of Metric Learning
Metric learning aims to learn a distance metric such that semantically s...
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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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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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09/29/2018
Dynamic Ensemble Active Learning: A Non-Stationary Bandit with Expert Advice
Active learning aims to reduce annotation cost by predicting which sampl...
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06/12/2018
Meta-Learning Transferable Active Learning Policies by Deep Reinforcement Learning
Active learning (AL) aims to enable training high performance classifier...
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02/09/2018
Metric Learning via Maximizing the Lipschitz Margin Ratio
In this paper, we propose the Lipschitz margin ratio and a new metric le...
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02/09/2018