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04/10/2023
Measuring and Evading Turkmenistan's Internet Censorship: A Case Study in Large-Scale Measurements of a Low-Penetration Country
Since 2006, Turkmenistan has been listed as one of the few Internet enem...
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02/23/2023
AC-DC: Adaptive Ensemble Classification for Network Traffic Identification
Accurate and efficient network traffic classification is important for m...
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02/03/2023
Augmenting Rule-based DNS Censorship Detection at Scale with Machine Learning
The proliferation of global censorship has led to the development of a p...
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06/22/2022
Coupling Visual Semantics of Artificial Neural Networks and Human Brain Function via Synchronized Activations
Artificial neural networks (ANNs), originally inspired by biological neu...
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06/17/2022
Rectify ViT Shortcut Learning by Visual Saliency
Shortcut learning is common but harmful to deep learning models, leading...
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05/25/2022
Eye-gaze-guided Vision Transformer for Rectifying Shortcut Learning
Learning harmful shortcuts such as spurious correlations and biases prev...
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05/20/2022
Mask-guided Vision Transformer (MG-ViT) for Few-Shot Learning
Learning with little data is challenging but often inevitable in various...
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05/20/2022
A Unified and Biologically-Plausible Relational Graph Representation of Vision Transformers
Vision transformer (ViT) and its variants have achieved remarkable succe...
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02/14/2022
A Survey of Visual Sensory Anomaly Detection
Visual sensory anomaly detection (AD) is an essential problem in compute...
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11/09/2021
Bilinear pooling and metric learning network for early Alzheimer's disease identification with FDG-PET images
FDG-PET reveals altered brain metabolism in individuals with mild cognit...
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10/18/2021
Prediction of liquid fuel properties using machine learning models with Gaussian processes and probabilistic conditional generative learning
Accurate determination of fuel properties of complex mixtures over a wid...
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09/30/2021
Automating Internet of Things Network Traffic Collection with Robotic Arm Interactions
Consumer Internet of things research often involves collecting network t...
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04/28/2021