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08/28/2023
Semi-Supervised Learning for Visual Bird's Eye View Semantic Segmentation
Visual bird's eye view (BEV) semantic segmentation helps autonomous vehi...
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07/12/2023
Physics-informed Machine Learning for Calibrating Macroscopic Traffic Flow Models
Well-calibrated traffic flow models are fundamental to understanding tra...
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05/31/2023
Geometric sliding mode control of mechanical systems on Lie groups
This paper presents a generalization of conventional sliding mode contro...
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03/30/2022
DELTA: Dynamically Optimizing GPU Memory beyond Tensor Recomputation
The further development of deep neural networks is hampered by the limit...
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06/10/2020
ADMMiRNN: Training RNN with Stable Convergence via An Efficient ADMM Approach
It is hard to train Recurrent Neural Network (RNN) with stable convergen...
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06/04/2020