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08/07/2023
APBench: A Unified Benchmark for Availability Poisoning Attacks and Defenses
The efficacy of availability poisoning, a method of poisoning data by in...
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03/27/2023
Learning the Unlearnable: Adversarial Augmentations Suppress Unlearnable Example Attacks
Unlearnable example attacks are data poisoning techniques that can be us...
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08/09/2021
Multi-View TRGRU: Transformer based Spatiotemporal Model for Short-Term Metro Origin-Destination Matrix Prediction
Accurate prediction of short-term OD Matrix (i.e. the distribution of pa...
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07/04/2021
Incorporating Reachability Knowledge into a Multi-Spatial Graph Convolution Based Seq2Seq Model for Traffic Forecasting
Accurate traffic state prediction is the foundation of transportation co...
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05/24/2020
How to Build a Graph-Based Deep Learning Architecture in Traffic Domain: A Survey
The huge success of deep learning in computer vision and natural languag...
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05/11/2020