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08/30/2023
Towards a Rigorous Analysis of Mutual Information in Contrastive Learning
Contrastive learning has emerged as a cornerstone in recent achievements...
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03/20/2023
DR.CPO: Diversified and Realistic 3D Augmentation via Iterative Construction, Random Placement, and HPR Occlusion
In autonomous driving, data augmentation is commonly used for improving ...
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08/28/2020
Short-term Traffic Prediction with Deep Neural Networks: A Survey
In modern transportation systems, an enormous amount of traffic data is ...
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05/29/2019
Graph Convolutional Modules for Traffic Forecasting
Graph convolutional network is a generalization of convolutional network...
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11/08/2018
