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03/30/2023
Masked Autoencoders as Image Processors
Transformers have shown significant effectiveness for various vision tas...
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07/14/2021
Gradient boosting-based numerical methods for high-dimensional backward stochastic differential equations
In this work we propose a new algorithm for solving high-dimensional bac...
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06/15/2021
QoE Driven VR 360 Video Massive MIMO Transmission
Massive multiple-input and multiple-output (MIMO) enables ultra-high thr...
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10/03/2020
Deep Learning algorithms for solving high dimensional nonlinear Backward Stochastic Differential Equations
We study deep learning-based schemes for solving high dimensional nonlin...
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10/02/2020
High-order combined Multi-step Scheme for solving forward Backward Stochastic Differential Equations
In this work, in order to obtain higher-order schemes for solving forwar...
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09/30/2019